JP6418851B2 - Ball pitch analysis system - Google Patents

Description

  The present invention relates to a pitching analysis system that analyzes the pitching of a baseball pitcher using computer resources.

  Via a personal computer that processes and stores data entered with a touch pen board and monitor display, a portable touch pen board that inputs information to the personal computer, and a converter that uses the signal from the personal computer as an image symbol Several video cassette recorders connected to a computer, a controller incorporated in the video cassette recorder to display desired images on a monitor display as still images and dynamic images, and a video edited by a controller connected to a personal computer It has an automatic video editing system formed from a video cassette coder that stores images, and the initial shape of the monitor display and touch pen board is a diamond figure, a strike zone figure, and a score board figure. Strike or a ball, the data processing apparatus is disclosed in baseball game to be displayed with the count display of the out (see Patent Document 1).

JP-A-8-322977

  The baseball data processing device disclosed in Patent Document 1 displays the pitcher ball quality and speed, batter match data, and pitcher throwing motion for a predetermined period on the monitor display, and can know the pitcher's habit. . However, it is not possible to predict the ball type and speed of the ball that each pitcher throws on each batter using the pitch type and speed of each pitcher accumulated from the past to the present. It cannot be displayed. Furthermore, the course of the ball thrown by each pitcher is not stored, and the course of the ball thrown by each pitcher to each batter is predicted using the course of each pitcher's ball accumulated from the past to the present. It is not possible to display the predicted course.

  An object of the present invention is to provide a pitching analysis system capable of predicting the ball type, course, and ball speed of a ball thrown by each baseball pitcher on each batter and displaying the predicted ball type, course, and ball speed. There is to do. Another object of the present invention is to provide a pitching analysis system capable of displaying video data including a pitching form of a pitcher corresponding to a predicted ball type, course, and ball speed and a ball trajectory of a ball thrown by the pitcher. It is in.

  The premise of the present invention to solve the above-mentioned problems is a pitching analysis system that analyzes the pitching of a baseball pitcher using computer resources.

The first feature of the present invention based on the above premise is that the pitching analysis system shows a pitcher-batter match image shot from different first to n-th directions in a baseball game, for each pitcher-batter. Video data editing for editing the first to nth video data representing the pitching form for each ball from the pitcher preparation to the end of pitching and the ball trajectory for each ball thrown by the pitcher and the means, to get the ball type of ball that each pitcher is spent on each batter in the battle between the pitcher and the batter in a baseball game from the video data that has been edited by the video data editing means, the acquired sphere species for each pitcher The pitch storage means for storing the pitch separately and the pitch probability of each pitch with respect to the pitch of each pitcher is calculated for each pitcher. A probability calculation means, a ball type prediction means for predicting the ball type of each pitcher thrown against each batter from the pitch probability calculated by the pitch probability calculation means, and a ball pitch thrown by each pitcher predicted by the ball type prediction means A predicted ball type display unit that displays a predicted ball type for each pitcher; and at least one of a pitching form of the pitcher corresponding to the predicted ball type of the ball predicted by the ball type prediction unit and a ball trajectory of the ball thrown by the pitcher. And a video data display means for displaying video data .

  As an example of the present invention having the first feature, the ball type storage means stores the ball type divided for each batter, and the pitch probability calculation means calculates the pitch probability for each batter, The seed predicting means predicts the ball type of the ball thrown by the specific pitcher with respect to the specific batter from the pitching probability calculated by the pitching probability calculating means, and the predicted ball type displaying means predicts the specific type predicted by the ball type predicting means. Displays the predicted ball type of the ball thrown by the specific pitcher against the batter.

  As another example of the present invention having the first feature, the ball type storing means may select a ball type from the first ball to n balls thrown by each pitcher for each batter of each batter for each ball. The pitching probability calculating means calculates the pitching probability of each ball type from the first ball to the nth ball thrown by each pitcher for each batter at each batter, and the ball type predicting means, The ball type of each ball from the first ball to the nth ball thrown by the pitcher for each batter of the batter is predicted, and the predicted ball type display means from the first ball to the nth ball that the pitcher throws for each batter of the batter The predicted ball type of each ball is displayed.

  As another example of the present invention having the first feature, the ball type storing means determines the ball type of each ball from the initial ball to the n ball thrown by each pitcher for each batter of each batter. Stored separately for each strike / ball count, and the pitch probability calculation means calculates the pitch probability of the ball type for each strike / ball count thrown by each pitcher for each batter of each batter, and the ball type prediction means However, the pitch type of the ball thrown by the pitcher for each strike ball count is predicted, and the predicted ball type display means displays the predicted ball type of the ball thrown by the pitcher for each strike ball count.

  As another example of the present invention having the first feature, the ball type storing means determines the ball type of each ball from the initial ball to the n ball thrown by each pitcher for each batter of each batter. Stored separately for each outcount, and the pitching probability calculation means calculates the pitching probability of each ball type from the first ball to the nth ball for each outcount that each pitcher cast for each batter at each batter Then, the ball type predicting means predicts the ball type of each ball from the first ball to the n-th ball that the pitcher throws at every out count, and the predicted ball type display means starts from the first ball that the pitcher throws at every out count. The predicted ball type of each ball up to n balls is displayed.

  As another example of the present invention having the first feature, the ball type storing means includes a ball type for each ball from the first ball to the nth ball thrown by each pitcher for each batter of each batter. Are stored for each runner's output situation, and the pitching probability calculating means throws each pitcher to each batter for each batter, and the pitch type for each ball from the first ball to the nth ball for each runner's output situation The pitch type predicting means predicts the ball type of each ball from the first ball to the nth ball that the pitcher throws for each runner's output situation, and the predicted ball type display means is the pitcher's runner. The predicted ball type of each ball from the first ball to the n-th ball to be thrown in each outflow situation is displayed.

  As another example of the present invention having the first feature, the ball type storing means includes a ball type for each ball from the first ball to the nth ball thrown by each pitcher for each batter of each batter. For each inning or batter hitting order, and the pitching probability calculation means stores each ball from the first ball to the nth ball for each inning or batter hitting order thrown by each pitcher for each batter at each batter. The pitch probability of each ball type is calculated, and the ball type prediction means predicts the ball type of each ball from the first ball to the n ball that the pitcher throws at every inning or batter order, and displays the predicted ball type The means displays the predicted ball type of each ball from the initial ball to the n ball that the pitcher throws at each inning or every batter hitting order.

The second feature of the present invention based on the above premise is that the pitching analysis system shows a pitcher-batter match image shot from different first to n-th directions in a baseball game, for each pitcher-batter ball. Video data editing for editing the first to nth video data representing the pitching form for each ball from the pitcher preparation to the end of pitching and the ball trajectory for each ball thrown by the pitcher and the means, to get the course of the ball by each pitcher is spent on each batter in the battle from the video data that has been edited by the video data editing means the pitcher and the batter in a baseball game, dividing the acquired course for each pitcher Course storage means for each pitcher and the pitch probability for each course relative to the number of pitches for each pitcher is calculated for each pitcher. Throwing probability calculating means, a course predicting means for predicting the course of the ball thrown by each pitcher against each batter from the pitching probability for each course calculated by the throwing probability calculating means, and each pitcher predicted by the course predicting means Video data including at least one of a predicted course display means for displaying a predicted course of the ball for each pitcher, a pitching form of the pitcher corresponding to the predicted course of the ball predicted by the course predicting means, and a ball trajectory of the ball thrown by the pitcher. Video data display means for displaying the video data .

  As an example of the present invention having the second feature, the course storage means stores the course separately for each batter, the pitching probability calculation means calculates the pitching probability for each batter, and the course prediction means Predicts the course of the ball thrown by the specific pitcher for the specific batter from the pitch probability of the course calculated by the pitch probability calculating means, and the prediction course display means for the specific batter predicted by the course prediction means Displays the predicted course of a ball thrown by a specific pitcher.

  As another example of the present invention having the second feature, the course storage means divides the course of the ball from the first ball to the n-th ball thrown by each pitcher for each batter of each batter for each ball. The pitching probability calculating means calculates the pitching probability of the course for each ball from the first ball to the nth ball thrown by each pitcher for each batter of each batter, and the course predicting means calculates the first pitch that the pitcher throws. The ball course for each ball from 1 to n balls is predicted, and the predicted course display means displays the ball predicted course for each ball from the first ball to n balls thrown by the pitcher.

  As another example of the present invention having the second feature, the course storage means strikes the ball course for each ball from the first ball to the n ball thrown by each pitcher for each batter of each batter. A pitching probability calculating means calculates the pitching probability of the ball course for each strike ball count thrown by each pitcher for each batter at each batter, and the course prediction means, The pitcher predicts the course of the ball thrown for each strike ball count, and the predicted course display means displays the predicted course of the ball thrown by the pitcher for each strike ball count.

  As another example of the present invention having the second feature, the course storage means counts the ball course for each ball from the first ball to the n-th ball thrown by each pitcher for each batter of each batter. The pitching probability calculating means calculates the pitching probability of the course of the ball from the first ball to the n-th ball for each outcount that is thrown by each pitcher for each batter of each batter, and the course prediction means However, the course of the ball from the first ball to the n sphere that the pitcher throws every out count is predicted, and the predicted course display means displays the predicted course of the ball from the first ball to the n sphere that the pitcher throws every out count.

  As another example of the present invention having the second feature described above, the course storage means may calculate the course of the ball for each ball from the first ball to the n-th ball thrown by each pitcher for each batter of each batter. Each pitching situation is stored separately, and the pitching probability calculation means throws the ball course for each ball from the first ball to the nth ball for each pitcher's hitting position for each batter at each pitcher. Probability is calculated, the course prediction means predicts the course of the ball from the first ball to the nth ball that the pitcher throws for each runner's output situation, and the prediction course display means n from the first ball that the pitcher throws for each runner's output situation Displays the predicted course of the ball up to the ball.

  As another example of the present invention having the second feature, the course storage means inning the course of the ball for each ball from the first ball to the nth ball thrown by each pitcher for each batter of each batter Each pitch or batter's batting order is stored separately, and the pitching probability calculation means is for each ball from the first ball to the n-th ball for each inning or each batter's batting order thrown by each pitcher for each batter's batting order. The pitch probability of the course of the ball is calculated, the course predicting means predicts the course of the ball for each ball from the first ball to the n-th ball that the pitcher throws at every inning or batter order, and the predicted course display means is the pitcher. Displays the predicted course of the ball for each ball from the first ball to the n-th ball thrown at each inning or every batter hitting order.

The third feature of the present invention based on the above premise is that the pitching analysis system shows a pitcher-batter match image shot from different first to n-th directions in a baseball game for each pitcher-batter ball. Video data editing for editing the first to nth video data representing the pitching form for each ball from the pitcher preparation to the end of pitching and the ball trajectory for each ball thrown by the pitcher and the means, to get the ball speed of the ball that each pitcher is spent on each batter in the battle between the pitcher and the batter in a baseball game from the video data that has been edited by the video data editing means divides the acquired ball speed for each pitcher The ball speed storage means for storing the pitch and the pitching probability of the ball at each ball speed relative to the number of pitches of each pitcher are calculated for each pitcher. A pitch probability calculating means, a ball speed predicting means for predicting the ball speed of each pitcher thrown against each batter from the pitch probability calculated by the pitch probability calculating means, and a prediction of a ball thrown by each pitcher predicted by the ball speed predicting means Video data for displaying predicted ball speed display means for displaying the ball speed for each pitcher, and video data including at least one of the pitching form of the pitcher corresponding to the predicted ball speed predicted by the ball speed prediction means and the ball trajectory of the ball thrown by the pitcher And display means .

  As an example of the present invention having the third feature, the ball speed storing means stores the ball speed separately for each batter, the pitching probability calculating means calculates the pitching probability for each batter, and the ball speed predicting means. Predicts the ball speed of the ball thrown by the specific pitcher for the specific batter from the pitch probability calculated by the pitch probability calculating means, and the predicted ball speed display means specifies the specific batter for the specific batter predicted by the ball speed prediction means. Displays the predicted ball speed of the ball thrown by the pitcher.

  As another example of the present invention having the third feature, the ball speed storing means classifies the ball speeds of balls from the first ball to the n-th ball thrown by each pitcher with respect to each batter of each batter for each ball. The pitching probability calculating means calculates the pitching probability of the ball speed for each ball from the first ball to the nth ball thrown by each pitcher for each batter of each batter, and the ball speed predicting means calculates each batter of each batter The ball speed of each ball from the first ball to the n-th ball thrown by the pitcher is predicted, and the predicted ball speed display means the ball for each ball from the first ball to the n-th ball thrown by the pitcher to each batter of the batter Displays the predicted ball speed.

  As another example of the present invention having the third feature, the ball speed storing means strikes the ball speed of each ball from the first ball to the n ball thrown by each pitcher for each batter of each batter. The pitching probability calculating means calculates the pitching probability of the ball for each strike ball count thrown by each pitcher for each batter at each batter, and the ball speed predicting means The pitcher predicts the ball speed thrown for each strike ball count, and the predicted ball speed display means displays the predicted ball speed thrown by the pitcher for each strike ball count.

  As another example of the present invention having the third feature, the ball speed storing means outcounts the ball speed of each ball from the first ball to the n ball thrown by each pitcher for each batter of each batter. The pitching probability calculating means calculates the pitching probability of the ball at each ball speed from the first ball to the nth ball for each outcount that each pitcher cast for each batter at each batter. The ball type predicting means predicts the ball speed of each ball from the first ball to the nth ball pitched by the pitcher every outcount, and the predicted ball speed display means from the first ball to the nth ball thrown by the pitcher every outcount The predicted ball speed of each ball is displayed.

  As another example of the present invention having the third feature, the ball type storing means may calculate the ball speed of each ball from the initial ball to the nth ball thrown by each pitcher for each batter of each batter. Each runner's output situation is stored separately, and the pitch probability calculation means throws each pitcher at each batter's batter at each ball speed of each ball from the first ball to n balls for each runner's output situation The ball speed prediction means predicts the ball speed of each ball from the first ball to the n-th ball for each runner thrown by the pitcher, and the predicted ball speed display means predicts the runner's output thrown by the pitcher. The predicted ball speed of each ball from the initial ball to n balls for each situation is displayed.

  As another example of the present invention having the third feature, the ball speed storing means inning the ball speed of each ball from the first ball to the nth ball thrown by each pitcher for each batter of each batter Each pitch or batter's batting order is stored separately, and the pitching probability calculation means is for each ball from the first ball to the n-th ball for each inning or each batter's batting order thrown by each pitcher for each batter's batting order. The ball throwing probability of the ball at the ball speed is calculated, the ball speed predicting means predicts the ball speed of each ball from the first ball to the n-th ball for every inning or batter hitting order thrown by the pitcher, and the predicted ball speed display means is the pitcher. The predicted ball speed of each ball from the first ball to the n-th ball for each inning or batter hitting order is displayed.

According to the pitching analysis system of the present invention having the first feature, the pitch type of the ball thrown by each pitcher in the match between the pitcher and the batter in the baseball game from the past to the present is stored, and the pitching probability calculating means Since the pitch type of each ball type is predicted using the pitch probability of each pitch type with respect to the pitch number of each pitcher calculated by, the predicted ball type of the ball thrown by each pitcher is displayed for each pitcher. The pitching probability of each pitcher can be determined with high accuracy from the pitches and pitches of each pitcher accumulated from the past to the present, and the pitcher throws to each batter using each pitcher with high accuracy. The ball type can be predicted quickly and accurately. The pitching analysis system displays the predicted ball type predicted using a high pitching probability, so each batter can know the accurate predicted ball type that each pitcher throws in the game in real time and in a timely manner. Each batter can have an advantage in the fight against the pitcher. The pitching analysis system can ensure the superiority of each batter's batting over each pitcher by knowing the predicted ball type by each batter. It can be held and the game can be advantageously advanced against the opponent team. The pitching analysis system acquires from the video data the ball type thrown by each pitcher in a match between the pitcher and batter in a baseball game from the past to the present, so the ball thrown by each pitcher from the past to the present Accurate ball types can be accumulated, and the pitching probability of each pitch type can be determined with high accuracy from the pitches and pitch types of each pitcher accumulated by the video data. Thus, it is possible to accurately predict the ball type that each pitcher throws on each batter. The pitching analysis system displays video data including at least one of the pitching form and the ball trajectory corresponding to the predicted ball type of the ball, and therefore grasps the predicted ball type thrown by the pitcher together with the pitching form and ball trajectory of the pitcher. It is possible to grasp subtle differences, changes, wrinkles, etc. of the pitching form of the pitcher in the predicted sphere type, and it is possible to grasp the sphere of the predicted sphere type.

  A pitch that predicts the ball type of the ball thrown by the specific pitcher for the specific batter from the pitch probability calculated by the pitching probability calculation means, and displays the predicted ball type of the ball thrown by the specific pitcher for the specific batter The analysis system uses the pitching probability of each pitcher accumulated from the past to the present and the pitching probability of the highly accurate ball type obtained from the ball type, and the ball type that the specific pitcher throws against the specific batter. Therefore, it is possible to quickly and accurately predict the ball type that a specific pitcher throws to a specific batter, and the batter can accurately and accurately predict the ball type that the pitcher throws in a game in real time. You can know and the batter can dominate in the fight against the pitcher.

  Calculate the pitch probability of each ball type from the first ball to n balls pitched by each pitcher for each batter at each batter, and each ball from the first ball to n balls pitched by the pitcher for each batter at each batter The pitching analysis system that displays the predicted ball type of each ball from the first ball to the n ball that the pitcher throws at each batter of the batter while predicting the ball type of each ball is from past to present Each batter uses the accumulated pitches and pitch probabilities obtained from the pitch types of each pitcher to predict the ball types from the first ball to the n ball that the pitcher throws against the batter. Can know the accurate predicted ball type of the first ball, the accurate predicted ball type of the second ball, the accurate predicted ball type of the third ball, etc. in real time and in a timely manner, and the batter from the first ball with the pitcher to the n ball Matches for each pitch You can stand in Oite advantage.

  The pitcher calculates the pitch probability for each strike / ball count thrown by each pitcher for each batter at each batter and the pitcher predicts the ball type for each strike / ball count while the pitcher strikes The pitching analysis system that displays the predicted ball type of the ball to be thrown at each ball count uses the pitch number of each pitcher accumulated from the past to the present and the pitch probability of the high-precision ball type obtained from the ball type, Because the pitcher predicts the ball type that the pitcher throws for each strike ball count against the batter, the pitcher can predict the ball type thrown to the batter quickly and accurately according to each strike ball count , The batter gives real-time accurate predictions for the pitcher to throw at each strike / ball count One that can be known in a timely manner, the batter can dominate in the battle of the strike-ball each count of the pitcher.

  The pitching probability of each ball type from the first ball to n balls for each outcount for each batter at each outcount is calculated, and each pitch from the first ball to n balls that the pitcher throws for each outcount is calculated. A ballistic analysis system that displays the predicted ball type of each ball from the first ball to the nth ball thrown by the pitcher every outcount while predicting the ball type of each ball, accumulated from the past to the present The pitcher predicts the ball type that the pitcher throws to the batter for each outcount using the pitching probability of the pitch type with high precision obtained from the pitch number and type of each pitcher. The ball type thrown to the batter can be quickly and accurately predicted according to the batter, and the batter can accurately predict the pitch type that the pitcher throws for each outcount. You can know the time and timely, the batter can dominate in the battle of each counted out of the pitcher.

  The pitching probability of each type of ball from the first ball to the n-th ball of each runner thrown by each pitcher for each batter at each batter is calculated, and the pitcher throws n from the first ball thrown for each runner's hit status The pitching analysis system that predicts the ball type for each ball up to the ball and displays the ball type for each ball from the first ball to the n-th ball that the pitcher throws for each runner's encounter status, The pitch of the pitcher to be thrown by the pitcher for each runner's output situation is predicted against the batter using the pitching probability of the pitches of high accuracy obtained from the pitches and pitches of each pitcher accumulated to date Therefore, the pitcher can predict the ball type thrown to the batter according to the runner's output situation quickly and accurately, and the pitcher will accurately predict each runner's output situation. Seed the batter can know in real-time and timely, the batter can dominate in the battle of each on-base status of the runner of the pitcher.

  The pitching probability of each ball type from the first ball to the nth ball for each inning thrown by each pitcher or for each batter's batting order is calculated for each batter at each batter, and the pitcher calculates for each inning or batter's batting order. The pitcher predicts the ball type for each ball from the first ball to n balls, and the pitcher displays the predicted ball type for each ball from the first ball to n balls to be thrown for each inning or batter hitting order. The ball analysis system uses the pitching probability of each pitcher accumulated from the past to the present and the pitching probability of the highly accurate ball type obtained from the ball type. Since the ball type of the ball to be thrown is predicted, the pitcher can quickly and accurately predict the ball type to be thrown on the batter according to each inning. Accurate prediction sphere species cast for each batting order inning or each batter batter can know in real time, timely, batter can dominate in innings or per match for each batting order batter with pitcher.

According to the pitching analysis system of the present invention having the second feature, the course of the ball thrown by each pitcher in the match between the pitcher and the batter in the baseball game from the past to the present is stored, and the pitching probability calculating means From the past to the present, the predicted course of the ball thrown by each pitcher is displayed for each pitcher while predicting the course of the ball thrown by each pitcher using the pitching probability of each course for the calculated number of pitchers of each pitcher. The pitching probability of each course can be obtained with high accuracy from the pitches and courses of each pitcher accumulated in the course, and the pitch course that each pitcher throws to each batter is quickly and accurately used with high accuracy. Can be predicted. Since the pitching analysis system displays the predicted course predicted using the high pitching probability, each batter can know the accurate predicted course that each pitcher throws in the game in real time and in a timely manner. Can take the lead in playing against the pitcher. The pitching analysis system can ensure the superiority of each batter's batting over each pitcher by knowing the prediction course for each batter, so take the initiative of the game by acquiring the first points or acquiring a large number of points It is possible to advance the game advantageously against the opponent team. The pitching analysis system acquires the course of the ball thrown by each pitcher in the match between the pitcher and the batter in the baseball game from the past to the present from the video data, so the pitch of the ball thrown by each pitcher from the past to the present Accurate courses can be accumulated, and the pitching probability of the course can be obtained with high accuracy from the pitches and courses of each pitcher accumulated by the video data. It is possible to accurately predict the course of the ball that the pitcher throws on each batter. Since the pitching analysis system displays the video data including at least one of the pitching form corresponding to the predicted course of the ball and the ball trajectory, the predicted course cast by the pitcher can be grasped together with the pitching form and the ball trajectory of the pitcher. It is possible to grasp subtle differences, changes, wrinkles and the like of the pitcher pitching form in the prediction course, and it is possible to grasp the spherical muscles in the prediction course.

  Pitching that predicts the course of a ball thrown by a specific pitcher for a specific batter from the pitching probability of the course calculated by the pitching probability calculating means, and displays the predicted course of the ball thrown by the specific pitcher for a specific batter The analysis system predicts the course of the ball thrown by a specific pitcher for a specific batter using the pitch of each pitcher accumulated from the past to the present and the pitch probability of the high-accuracy course obtained from the course. Can quickly and accurately predict the course of the ball that a particular pitcher throws to a particular batter, and the batter can know in real time and timely the exact course of prediction that the pitcher will throw in a match, That the batter has an advantage in playing against the pitcher. That.

  For each batter of each batter, calculate the pitching probability of the course for each ball from the first ball thrown by each pitcher to each batter, and for each ball from the first ball to n balls thrown by the pitcher for each batter of the batter A pitching analysis system that shows the predicted course of each ball from the first ball to the nth ball thrown by the pitcher for each batter of the batter while predicting the course of the ball of the batter was accumulated from the past to the present Each batter accurately predicts the first ball because each pitcher predicts the ball course from the first ball to the n-th ball thrown by the pitcher to the batter using the pitch probability of the high accuracy course obtained from the pitch and the course of each pitcher. It is possible to know the course, the accurate prediction course of the second ball, the accurate prediction course of the third ball, etc. in real time and in a timely manner. It is possible to gain an edge in the battle for each throw.

  The pitcher counts the strike ball count while predicting the course of the ball thrown for each strike ball count by calculating the pitch probability of the course for each strike ball count for each batter at each batter. The pitching analysis system that displays the predicted course of the ball to be thrown every time uses the pitching probability of each pitcher accumulated from the past to the present and the pitching probability of the highly accurate course obtained from the type of ball to the batter. The pitcher predicts the course of the ball thrown at each strike ball count, so the pitcher can quickly and accurately predict the course of the ball thrown at the batter according to each strike ball count, and the pitcher will strike the strike ball Sticking out an accurate prediction course to be cast at each count Real-time and can be known in a timely manner, the batter can dominate in the battle of the strike-ball each count of the pitcher.

  Calculate the pitching probability of the course for each ball from the first ball to the nth ball for each outcount for each batter at each outcount, and each ball from the first ball to the nth ball for each outcount. The pitching analysis system that predicts the course of each ball and displays the predicted course of the ball for each ball from the first ball to the nth ball that the pitcher throws at every outcount, The pitcher predicts the course of the ball that the pitcher throws for each outcount using the pitching probability of the highly accurate course obtained from the pitcher's number of pitches and the type of ball, so the pitcher will respond to the batter according to each outcount The course of the ball to be thrown can be predicted quickly and accurately, and the accurate prediction course that the pitcher throws at every outcount Potter be able to know in real-time and timely, the batter can dominate in the battle of each counted out of the pitcher.

  The pitching probability of the course for each ball from the first ball to the nth ball for each runner's encounter situation calculated by each pitcher for each batter at each batter is calculated, and the pitcher throws n balls from the first ball thrown for each runner's encounter situation The pitching analysis system that displays the predicted course of the ball for each ball from the first ball to the n-th ball that the pitcher throws for each runner's encounter status while predicting the ball course for each ball is from past to present The pitcher predicts the course of the ball that the pitcher throws for each runner's output situation to the batter, using the pitch number of each pitcher accumulated in the pitch and the pitching probability of the highly accurate course obtained from the course. The course of the ball to be thrown onto the batter can be predicted quickly and accurately according to the output situation, and the pitcher can throw it for each runner's output situation. That exact batter the predicted course it is possible to know in real-time and timely, the batter can dominate in the battle of each on-base status of the runner of the pitcher.

  The pitching probability of the course for each ball from the first ball to the nth ball for each inning thrown by each pitcher or for each batter's batting order is calculated for each batter's bat, and the pitcher throws for each inning or for each batter's batting order A pitching analysis system that predicts the course of the ball for each ball from the first ball to n balls, and displays the predicted course of the ball for each ball from the first ball to n balls that the pitcher throws at each inning or batter order. Uses the pitch of each pitcher accumulated from the past to the present and the pitch probability of the highly accurate course obtained from the course, and predicts the course of the ball that the pitcher throws for each inning to the batter. Can predict the course of the ball thrown to the batter quickly and accurately according to the order of each inning or batter. , The batter can know in real time and timely the exact prediction course that the pitcher will throw at each inning or batter order, and the batter will have an advantage in the fight against the pitcher at each inning or batter order .

According to the pitching analysis system of the present invention having the third feature, the ball speed thrown by each pitcher in the match between the pitcher and the batter in the baseball game from the past to the present is stored, and the pitching probability calculating means The predicted ball speed thrown by each pitcher is displayed for each pitcher while predicting the ball speed thrown by each pitcher using the pitching probability of the ball at each ball speed relative to the calculated number of pitches of each pitcher. The pitching probability of the ball at each ball speed can be obtained with high accuracy from the pitches and ball speeds accumulated so far, and the pitching speed that each pitcher throws on each batter can be quickly and accurately utilized. It can be predicted accurately. The pitching analysis system displays the predicted ball speed predicted using a high pitching probability, so each batter can know the accurate predicted ball speed that each pitcher throws in the game in real time and in a timely manner. Can take the lead in playing against the pitcher. The pitching analysis system allows each batter to know the predicted ball speed and secure the superiority of each batter's batting over each pitcher. It is possible to advance the game advantageously against the opponent team. The pitching analysis system displays video data including at least one of the pitching form and ball trajectory corresponding to the predicted ball speed of the ball, so the predicted ball speed of the ball thrown by the pitcher is grasped together with the pitching form and ball trajectory of the pitcher. It is possible to grasp subtle differences, changes, wrinkles, and the like of the pitcher's pitching form at the predicted ball speed, and to grasp the ball muscle at the predicted ball speed.

  A pitching analysis system that predicts the ball speed of a ball thrown by a specific pitcher for a specific batter from the pitching probability calculated by the pitching probability calculating means, and displays the predicted ball speed of the ball thrown by the specific pitcher for a specific batter Uses the pitching probability of the high-precision ball speed obtained from the pitches and ball speeds of each pitcher accumulated from the past to the present, and predicts the ball speed of the ball thrown by a specific pitcher against a specific batter, The pitcher can quickly and accurately predict the ball speed thrown by a specific pitcher to a particular batter, and the batter can know in real time and timely the exact predicted ball speed that the pitcher will throw in the game. Can take the lead in playing against the pitcher.

  For each batter of each batter, calculate the pitching probability of the ball speed for each ball from the first ball thrown by each pitcher to each batter, and for each ball from the first ball to n balls thrown by the pitcher for each batter of the batter The pitching analysis system that displays the predicted ball speed of each ball from the first ball to the n-th ball thrown by the pitcher for each batter of the batter while predicting the ball speed of the batter was accumulated from the past to the present Using the pitching probability of the high-precision ball speed obtained from the number of pitches and the ball speed of each pitcher, the ball speed from the first ball to the n-th ball thrown by the pitcher to the batter is predicted, so each batter accurately predicts the first ball. The ball speed and the accurate predicted ball speed of the second ball, the accurate predicted ball speed of the third ball, etc. can be known in real time and in a timely manner, and the batter plays each pitch from the first ball to the n ball with the pitcher. You can stand in Oite advantage.

  The pitcher calculates the ball pitch probability for each strike ball count for each batter at each batter and predicts the ball speed for each strike ball count, while the pitcher counts the strike ball count. The pitching analysis system that displays the predicted ball speed of the ball to be thrown every time uses the pitching probability of each pitcher accumulated from the past to the present and the pitching probability of the high-precision ball speed obtained from the ball speed, Predicts the ball speed thrown at each strike ball count, so the pitcher can quickly and accurately predict the ball speed thrown at the batter according to each strike ball count, and the pitcher will count the strike ball count. The batter gives real-time accurate predicted ball speed to throw every time One that can be known in a timely manner, the batter can dominate in the battle of the strike-ball each count of the pitcher.

  The pitching probability of each ball from the first ball to n balls for each outcount for each batter at each pitch is calculated, and each ball from the first ball to n balls that the pitcher throws for each outcount. The pitching analysis system that displays the predicted ball speed of each ball from the first ball to the nth ball that the pitcher throws at every outcount while predicting the ball speed of each ball, The pitcher throws to the batter according to each outcount because the pitcher predicts the ball speed that the pitcher throws for each outcount using the pitching probability of the ball speed with high accuracy obtained from the pitcher's pitch number and ball speed. The ball speed of the ball can be predicted quickly and accurately, and the batter can accurately predict the ball speed that the pitcher throws at every outcount. You can know the time and timely, the batter can dominate in the battle of each counted out of the pitcher.

  Calculating the pitching probability of the ball speed for each ball from the first ball to n balls for each batter's hitting situation for each batter at each pitcher, and the pitcher throws n balls from the first ball thrown for each runner's hitting situation The pitching analysis system that displays the predicted ball speed of each ball from the first ball to the n-th ball that the pitcher throws for each runner's encounter situation while predicting the ball speed of each ball until The pitcher predicts the ball speed that the pitcher throws for each runner's output situation with respect to the batter, using the pitching probability of the highly accurate ball speed obtained from the pitch number and ball speed accumulated in each pitcher. The ball speed thrown to the batter can be predicted quickly and accurately according to the output situation, and the pitcher will accurately predict the runner's output situation. Fast the batter can know in real-time and timely, the batter can dominate in the battle of each on-base status of the runner of the pitcher.

  The pitching probability of the ball speed for each ball from the first ball to the nth ball for each inning thrown by each pitcher for each batter at each batter is calculated, and for each ball from the first ball to the nth ball that the pitcher throws for each inning The pitching analysis system that displays the predicted ball speed of each ball from the first ball to the n-th ball that the pitcher throws at each inning while predicting the ball speed of the ball is the number of pitchers accumulated from the past to the present. The pitcher predicts the ball speed that the pitcher throws at each inning to the batter, using the pitching probability of the ball speed with high accuracy obtained from the ball speed and the ball speed. The batter can know the accurate predicted ball speed that the pitcher throws at each inning in real time and in a timely manner while being able to predict accurately. The batter is able to dominate in the battle of every inning of the pitcher.

Configuration diagram of pitching analysis system shown as an example The figure which shows an example of a menu screen. The figure which shows another example of a menu screen. The figure which shows an example of a prediction data search screen. The figure which shows another example of the prediction data search screen which continues from FIG. The figure which shows an example of a basic data search screen. The figure which shows an example of the basic data display screen of a spherical type. The figure which shows an example of the pitching form video display screen corresponding to a sphere type. The figure which shows another example of the basic data display screen of a course. The figure which shows another example of the pitching form video display screen corresponding to a course. The figure which shows another example of the basic data display screen of a ball speed. The figure which shows another example of the pitching form video display screen corresponding to a ball speed. The figure which shows an example of a prediction data search screen. The figure which shows an example of the prediction data display screen of a sphere type. The figure which shows an example of the pitching form video display screen corresponding to the estimated ball | bowl type. The figure which shows an example of the ball | bowl track image display screen corresponding to the estimated ball | bowl type. The figure which shows an example of the prediction data display screen of a course. The figure which shows an example of the pitching form video display screen corresponding to the predicted course. The figure which shows an example of the ball | bowl track image display screen corresponding to the predicted course. The figure which shows an example of the prediction data display screen of a ball speed. The figure which shows an example of the pitching form video display screen corresponding to the predicted ball speed. The figure which shows an example of the ball | bowl track image display screen corresponding to the estimated ball speed. The figure which shows an example of the prediction data display screen of a ball type, a course, and a ball speed. The figure which shows an example of the pitching form video display screen corresponding to the estimated ball | bowl type, course, and ball speed. The figure which shows an example of the ball | bowl track image display screen corresponding to the estimated ball | bowl type, course, and ball speed.

  The details of the pitching analysis system according to the present invention will be described below with reference to the accompanying drawings such as FIG. 1 which is a configuration diagram of the pitching analysis system 10 shown as an example. In the following description, the system 10 will be described as an example where the system 10 is used in a professional baseball team and various data are distributed via the Internet 14. This system 10 can be used not only by professional baseball teams, but also by any organization such as a company, group, local government, school, etc. that competes in baseball (not only professionals but also amateurs). Used for analysis of baseball pitcher pitching. Various data may be distributed via a closed network such as a LAN or WAN.

  The pitching analysis system 10 includes a management server 11 used by the team, a plurality of information terminals 12 possessed by each professional baseball player, and a high speed capable of shooting each battle video in a baseball game (game) at high speed. The cameras 13A to 13D (high speed cameras) are formed. The information terminal 12 includes a tower computer, a notebook computer, a smart phone, a smart book, a tablet PC, a mobile phone, a personal digital assistant (PDA), a wearable PC, and the like. The high-speed cameras 13A to 13D include television shooting cameras, camera recorders, studio cameras, portable cameras, and the like of each broadcasting station. Professional baseball personnel include directors, coaches, trainers, active players, scorers, scouts, team staff, etc., but not limited to those who are baseball critics, baseball commentators, sports instructors. Etc. are included.

  In FIG. 1, one notebook personal computer 12A, tablet PC 12B, and smart phone 12C are illustrated as the information terminals 12, but actually, a plurality of computers, smart phones, smart books, tablet PCs, mobile phones, mobile phones, and the like are illustrated. The system 10 is configured by an information terminal (PDA), a wearable PC, and the like. In FIG. 1, one physical management server 11 is illustrated, but a virtual management server may constitute the system 10, and there may be two or more physical management servers or two or more physical management servers. A virtual management server may constitute the system 10, and various data may be managed on the Internet 14 using cloud computing.

  In the pitching analysis system, various types of data used for pitcher pitching analysis are stored in a database (including the cloud), and various types of data are sent from the server 11 to the information terminal 12 via the network such as the Internet 14, LAN, and WAN. And various data are distributed from the information terminal 12 to the server 11 via the network. Professional baseball officials grasp the pitching and pitching forms and ball trajectories (ball muscles) of their own teams and pitchers of other teams by viewing various data distributed from the server 11 to the information terminal 12.

  The management server 11 has a physical central processing unit (CPU or MPU), a virtual virtual central processing unit, a physical memory (main memory or cache memory), and a virtual virtual memory, and is independent. A physical computer or a virtual computer that is operated by an operating system (OS). The server 11 is mounted with a physical hard disk or a virtual virtual hard disk.

  The management server 11 may be installed in a facility where the team is moving, or may be installed in a data center with which the team is contracted. Although not shown, the server 11 is connected to an input device such as a keyboard, mouse, touch pen, and voice input microphone, and an output device such as a display and a printer via an interface. The server 11 is connected to a security router and a fire fall, and is connected to a broadcast receiver (not shown). The central processing unit of the server 11 activates the analysis support application stored in the hard disk based on the control by the operating system, and executes each means described later according to the activated application.

  The management server 11 accepts requests from a DNS server function for setting a correspondence between a host name and an IP address assigned to the host name, a Web server function necessary for publishing a home page, and requests from other computers and other servers. Database server function that provides functions to read and write various information, mail server function for sending and receiving e-mails, document server function that saves all created text and image data and makes it possible to search for such data It has various server functions. The server 11 can be connected to the Internet 14 using a web browser, and can be connected to an unspecified number of other servers (physical servers and virtual servers) via various DNS servers connected to the Internet 14. You can access and log in.

  The hard disk of the management server 11 stores information terminal identification identifiers transmitted from each information terminal 12 (notebook personal computer 12A, tablet PC 12B, smartphone 12C), and stores a team identification identifier that identifies the own team or another team, A stadium identifying identifier for identifying the stadium is stored, and a player identifying identifier for identifying a player belonging to the own team or another team is stored. In the hard disk of the server 11, various player data (personal information) of these players are stored in a state associated with the team specific identifier and the player specific identifier, and a plurality of battle videos transmitted from the broadcast receiver are stored as the team specific identifier. , A stadium specific identifier, a player specific identifier, and a battle video specific identifier. The hard disk of the server 11 stores URLs of the information terminals 12 and URLs of physical external servers (computers) and virtual servers (computers) installed in various places.

  For the information terminal identification identifier, the IP address, MAC address, URL, mail address, cookie information, individual identification number, etc. of each information terminal 12 can be used, as well as a uniquely generated unique identification number. Can do. Uniquely generated unique identifiers can be used for the team team specific identifier, the stadium specific identifier, the player specific identifier, and the battle video specific identifier. The player data includes pitcher data and batter data.

  Pitcher data includes pitcher name, team name, spine number, age, extension, weight, first army (regular) or second army (farm), starting or relief, right throwing or left throwing, ball type (holding ball), pitcher (Including all of the pitcher's results such as defense rate, self-responsibility point, number of complete throws, strikeouts, hits, and four-ball count). The batter data includes batter name, team name, spine number, age, extension, weight, first army (regular) or second army (farm), starter or pinch hitter, right hand or left hand, position, batting order, batter. There are grades (including batter grades such as batting average, number of home runs, number of hits, strikeouts, etc.).

  The ball types are straight, four seam fastball, two seam fastball, moving fastball, sinking fastball, cut fastball, split fingered fastball, shoot, sinker, slider, curve, slurb, There are screw balls, fork balls, change-ups, palm balls, slow balls, knuckle balls, gyro balls and the like. The competition data includes a competition team name (a team name VS team name), a competition date, a game time from the start to the end of the game, a name of a stadium where a game is played, and the like.

  The notebook personal computer 12A and the tablet PC 12B are computers that have a CPU or GPU, a main memory, and a cache memory and operate by an independent operating system (OS). The notebook personal computer 12A and the tablet PC 12B can use various types with different types and different manufacturers. In the memory of the notebook personal computer 12A and the tablet PC 12B, personal data of the personnel related to the team having the authority to use them is stored, and URLs of the management server 11 and other servers are stored.

  Personal data includes passwords, ID numbers, terminal user names, team names, addresses, telephone numbers, FAX numbers, mail addresses, and the like. The notebook personal computer 12A and the tablet 12B can be connected to the Internet 14 using a web browser, and an unspecified number of servers (physical servers and virtual servers) via various DNS servers connected to the Internet 14 and the like. ) Can be accessed and logged in. The notebook personal computer 12 </ b> A and the tablet 12 </ b> B can use various search engines on the Internet 14.

  The smartphone 12C has a CPU or GPU, a main memory, and a cache memory, and a computer that is operated by an independent operating system (OS) and has a semiconductor memory mounted thereon. The smartphone 12 </ b> C can use various types that are different in model and provided in different carriers. The semiconductor memory of the smartphone 12 </ b> C stores the above-described personal data of the team officials who have the authority to use them, and also stores the URLs of the management server 11 and other servers. The smartphone 12C is connectable to the Internet 14 using a web browser, accesses an unspecified number of servers (physical servers and virtual servers) via various DNS servers connected to the Internet 14, and the like. You can log in. The smartphone 12 </ b> C can use various search engines on the Internet 14.

  As shown in FIG. 1, the high-speed cameras 13 </ b> A to 13 </ b> D are installed on a stand of a stadium 15 and shoot a video (digital video) of a match between a pitcher and a batter in a professional baseball game (game). The cameras 13A to 13D have variable shooting spades and can shoot each battle video at a high speed and can also shoot each battle video at a normal speed. The game includes not only a single army game but also a farm game. In addition to a game during a pennant race, an open game is also included.

  The high-speed camera 13A is installed on a stand behind the back net (back net camera), and shoots a battle video from the back of the home base (catcher) toward the center (first to n-th directions). The camera 13B is installed in a stand on the first base (first base camera), and shoots a battle video from the back of the first base (first) toward the third base (third) (first to nth directions). The camera 13C is installed on a stand behind the center (center camera), and shoots a battle video from the center toward the back net (first to n-th directions). The camera 13D is installed on a third base stand (third base side camera), and shoots a battle video from the rear of the third base toward the first base side (first to nth directions).

  Although not shown, a professional baseball player may bring a high-speed camera to the stadium 15 and the professional baseball player may shoot a battle video from the stand while holding the camera. In FIG. 1, four cameras 13 </ b> A to 13 </ b> D are illustrated, but the number of cameras is not particularly limited, and at least three cameras may be installed and a battle video may be captured by these cameras. Moreover, there is no limitation in particular also about the direction which image | photographs a battle | competition image, A battle | competition image | video is image | photographed from all the directions (1st-nth direction) of a stadium. The back-net camera 13A, the first base camera 13B, the center camera 13C, and the third base camera 13D transmit the captured video of the baseball game as broadcast waves (radio waves) to the broadcast receiver. The broadcast receiver stores the battle video and transmits the battle video to the management server 11.

  The central processing unit of the management server 11 receives, from a broadcast receiver, a battle video in a baseball game between a pitcher and a batter taken from different first to n-th directions by the high-speed cameras 13A to 13D, and receives the battle video. Pitcher and batter are divided into one-by-one battle video, pitching form for each ball from pitcher preparation to pitching end (pitching form) and ball trajectory (ball muscle) for each ball thrown by pitcher Is edited into first to n-th video data (video data editing means). The central processing unit of the management server 11 stores the first to n-th video data edited by the video data editing unit in the hard disk in a state associated with the team specific identifier, the stadium specific identifier, the player specific identifier, and the battle video specific identifier.

  The central processing unit of the management server 11 acquires the ball type of each ball thrown by each pitcher in the match between the pitcher and the batter from the video data edited by the video data editing means, and specifies the acquired ball type An identifier, a stadium specific identifier, a player specific identifier for specifying a pitcher and a batter, and a game video specific identifier are stored in a hard disk (ball type storage means). In the ball type storage means, the ball types are stored separately for each pitcher and each batter. It is also possible for a baseball player to input a ball type from an input device such as a keyboard, a mouse, a touch pen, a voice input microphone or the like during a game on the stadium and send the ball type to the management server 11 instead of from the video. .

  In the ball type storage means, a pitching order identifier such as a first ball identifier, a second ball identifier, and a third ball identifier is set as the ball type, and from the first ball to the nth ball thrown by each pitcher for each batter of each batter The ball types of the balls are stored separately for each ball (one ball). In the ball type storage means, a strike ball count identifier is set for the ball type, and the ball type of each ball from the first ball to n balls thrown by each pitcher for each batter of each batter is strike ball count. Store each item separately.

  The ball type storage means sets a 0-out identifier, a 1-out identifier, and a 2-out identifier as an out-count identifier for each ball type, and each ball from the first ball to the n-th ball thrown by each pitcher for each batter of each batter The ball type of each ball is classified and stored for each outcount. In the ball type storage means, runner identifiers such as 1 塁 runner identifier, 1, 2 塁 runner identifier, 2 塁 runner identifier, 1, 2, 3 塁 runner identifier, etc. are set for the ball type, and for each batter of each batter The ball type of each ball from the first ball to the nth ball thrown by each pitcher is stored for each runner's output situation.

  In the ball type storage means, an inning identifier such as a one-time identifier, a two-time identifier, and a three-time identifier is set for the ball type, and each ball from the first ball to the nth ball thrown by each pitcher for each batter of each batter The ball type of each ball is stored separately for each inning. In the ball type storage means, the batting order identifier such as the 1st batter identifier, the 2nd batter identifier, and the 3rd batter identifier is set in the ball type, and from the first ball to the nth ball thrown by each pitcher for each batter of each batter The ball type for each ball is divided and stored for each hitting order of the batter.

  The central processing unit of the management server 11 calculates the pitching probability of each ball type with respect to the pitching number of each pitcher (throwing probability calculating means). The central processing unit of the management server 11 calculates the pitching probability of each ball type for each pitcher and each batter in the pitching probability calculating means, and calculates the pitching probability of each ball type for the baseball specific identifier, baseball field specific identifier, pitcher And the player identification identifier for identifying the batter and the battle video identification identifier are stored in the hard disk (throwing probability storage means).

  The pitching probability calculating means calculates a pitching probability of each ball type (one ball) from the first ball to the n-th ball pitched by each pitcher for each batter of each batter. The pitching probability storage means sets the pitching probability of the ball type, such as the initial ball identifier, the second ball identifier, the third ball identifier, etc., and divides the pitching probability into each ball from the first ball to n balls (each ball). And store. The pitching probability calculating means calculates the pitching probability of the ball type for each strike / ball count thrown by each pitcher for each batter at each batter. The pitching probability storing means sets a strike / ball count identifier for the pitching probability of the ball type, and stores the pitching probabilities for each strike / ball count.

  The pitching probability calculating means calculates the pitching probability of each ball type from the initial ball to the n-th ball for each outcount that each pitcher has thrown for each batter of each batter. The pitching probability storage means sets an outcount identifier for the pitching probability of the ball type, and stores the pitching probability separately for each outcount. The pitching probability calculating means calculates the pitching probability of each ball type from the first ball to the n-th ball for each runner's output situation thrown by each pitcher for each batter's bat. In the pitching probability storage means, a runner identifier is set for the pitching probability of the ball type, and the pitching probability is classified and stored for each runner's output situation.

  The pitching probability calculating means calculates the pitching probability of each ball type from the first ball to the nth ball for each inning thrown by each pitcher for each batter of each batter. The pitching probability storage means sets an inning identifier for the pitching probability of the ball type, and stores the pitching probability for each inning. The pitching probability calculating means calculates the pitching probability of each ball type from the first ball to the n-th ball for each batting order of the batter thrown by each pitcher for each batter at each batter. The pitching probability storage means sets a hitting order identifier for the pitching probability of the ball type, and stores the pitching probabilities classified by hitting order.

  The central processing unit of the management server 11 acquires the course of the ball thrown by each pitcher on each batter in a match between the pitcher and the batter from the video data edited by the video data editing means, It stores in a hard disk in the state linked | related with the stadium specific identifier, the player specific identifier which specifies a pitcher and a batter, and a battle | competition video specific identifier (course storage means). The course storage means stores the course separately for each pitcher and each batter. The course may be transmitted from the baseball staff through an input device such as a keyboard, a mouse, a touch pen, and a voice input microphone during a game on the stadium instead of from the video, and the course may be transmitted to the management server 11.

  The course storage means sets the pitching order identifiers such as the first ball identifier, the second ball identifier, the third ball identifier, etc. to the course, and the balls from the first ball to the nth ball thrown by each pitcher for each batter of each batter These courses are stored separately for each sphere (one sphere). In the course storage means, a strike / ball count identifier is set for the course, and the ball course for each ball from the first ball to the nth ball thrown by each pitcher for each batter of each batter is classified for each strike / ball count. And store.

  In the course storage means, a 0-out identifier, a 1-out identifier, and an out-count identifier such as a 2-out identifier are set for the course, and balls for each ball from the first ball to the n-th ball thrown by each pitcher for each batter of each batter Are stored separately for each outcount. In the course storage means, a runner identifier such as a 1 塁 runner identifier, 1, 2 塁 runner identifier, 2 塁 runner identifier, 1, 2 or 3 塁 runner identifier is set in the course, and each pitcher is assigned to each batter for each batter. The ball course of each ball from the first ball to the nth ball thrown by is sorted and stored for each runner's output situation.

  In the course storage means, an inning identifier such as a one-time identifier, a two-time identifier, and a three-time identifier is set in the course, and each pitch from the first ball to the nth ball thrown by each pitcher for each batter of each batter The ball course is stored separately for each inning. In the course storage means, the batting order identifier such as the 1st batter identifier, the 2nd batter identifier, the 3rd batter identifier, etc. is set to the course, and each pitcher throws each batter at each batter to each of the first ball to the nth ball. The ball course for each ball is stored separately for each batter order.

  The central processing unit of the management server 11 calculates the pitching probability of the ball for each course with respect to the pitching number of each pitcher (throwing probability calculating means). The central processing unit of the management server 11 calculates the pitching probability of each course for each pitcher and each batter in the pitching probability calculating means, and the pitching probability of each course is calculated as a team specific identifier, a stadium specific identifier, a pitcher and a batter. Is stored in the hard disk in a state associated with the player identification identifier and the battle video identification identifier (throwing probability storage means).

  The pitching probability calculating means calculates the pitching probability of the course for each ball from the first ball to the n-th ball (each ball) thrown by each pitcher for each batter of each batter. The pitching probability storage means sets the first ball identifier, the second ball identifier, the third ball identifier, etc. for the pitch probability of the course, and classifies the pitch probability for each ball from the first ball to the n ball (one ball). Store. The pitching probability calculating means calculates the pitching probability of the course for each strike / ball count thrown by each pitcher for each batter at each batter. The pitching probability storage means sets a strike / ball count identifier for the pitching probability of the course, and stores the pitching probability for each strike / ball count.

  The pitching probability calculating means calculates the pitching probability of the course for each ball from the initial ball to the n-th ball for each outcount thrown by each pitcher for each batter at each batter. In the pitching probability storage means, an outcount identifier is set for the pitching probability of the course, and the pitching probability is classified and stored for each outcount. The pitching probability calculation means calculates the pitching probability of the course for each ball from the first ball to the n-th ball for each runner's output situation thrown by each pitcher for each batter of each batter. In the pitching probability storage means, a runner identifier is set for the pitching probability of the course, and the pitching probability is classified and stored for each runner's output situation.

  The pitching probability calculating means calculates the pitching probability of the course for each ball from the first ball to the nth ball for each inning thrown by each pitcher for each batter of each batter. The pitching probability storage means sets an inning identifier for the pitching probability of the course, and stores the pitching probability for each inning. The pitching probability calculating means calculates the pitching probability of the course for each ball from the first ball to the nth ball for each batter's batting order thrown by each pitcher for each batter of each batter. The pitching probability storage means sets a batting order identifier for the pitching probability of the course, and stores the pitching probabilities for each batting order.

  The central processing unit of the management server 11 acquires the ball speed of each ball thrown by each pitcher in the match between the pitcher and the batter from the video data edited by the video data editing means, and uses the acquired ball speed as a team identification identifier, It stores in a hard disk in the state linked | related with the stadium specific identifier, the player specific identifier which specifies a pitcher and a batter, and a battle | competition video specific identifier (ball speed storage means). The ball speed storage means stores the ball speed separately for each pitcher and each batter. It is also possible for a baseball player to input the ball speed from an input device such as a keyboard, a mouse, a touch pen, and a voice input microphone during a game on the stadium and not to transmit the ball speed to the management server 11.

  The ball speed storage means sets the pitching order identifier such as the first ball identifier, the second ball identifier, the third ball identifier, etc. as the ball speed, and the balls from the first ball to the nth ball thrown by each pitcher for each batter of each batter Are stored separately for each ball (one ball). In the ball speed storage means, a strike / ball count identifier is set for the ball speed, and the ball speed of each ball from the first ball to the n-th ball thrown by each pitcher for each batter at each batter is classified for each strike ball count. And store.

  The ball speed storage means sets a 0-out identifier, a 1-out identifier, and an out-count identifier such as a 2-out identifier for the ball speed, and balls for each ball from the first ball to the n-th ball thrown by each pitcher for each batter of each batter. Are stored separately for each outcount. In the ball speed storage means, a runner identifier such as a 1 塁 runner identifier, 1, 2 塁 runner identifier, 2 塁 runner identifier, 1, 2, 3 塁 runner identifier is set for the ball velocity, and each pitcher is assigned to each batter at each batter. The ball speed of each ball from the first ball to the nth ball thrown by is sorted and stored for each runner's output situation.

  In the ball speed storage means, an inning identifier such as a one-time identifier, a two-time identifier, and a three-time identifier is set for the ball speed, and for each ball from the first ball to the nth ball thrown by each pitcher for each batter of each batter. The ball speed of the ball is stored for each inning. In the ball speed storing means, the batting order identifier such as the 1st batter identifier, the 2nd batter identifier, the 3rd batter identifier, etc. is set for the ball speed, and each pitcher throws each batter at each batter for each ball from the first ball to the nth ball. The ball speed of each ball is stored separately for each batter hitting order.

  The central processing unit of the management server 11 calculates the pitching probability of the ball at each ball speed with respect to the pitching number of each pitcher (throwing probability calculating means). The central processing unit of the management server 11 calculates the pitching probability of each ball speed for each pitcher and each batter in the pitching probability calculating means, and calculates the pitching probability of each ball speed for the baseball specific identifier, baseball specific identifier, pitcher And the player identification identifier for identifying the batter and the battle video identification identifier are stored in the hard disk (throwing probability storage means).

  The pitching probability calculating means calculates the pitching probability of a ball with a ball speed for each ball (one ball) from the first ball to the n-th ball thrown by each pitcher for each batter at each batter. The pitching probability storage means sets the pitching probability of the ball speed to the pitching probability of the first ball, the second ball identifier, the third ball identifier, etc., and classifies the pitching probability for each ball from the first ball to the nth ball (one ball). Store. The pitching probability calculating means calculates the pitching probability of a ball at a ball speed for each strike / ball count thrown by each pitcher for each batter at each batter. The pitching probability storage means sets a strike / ball count identifier for the pitching probability of the ball speed, and stores the pitching probability by classifying it for each strike / ball count.

  The pitching probability calculating means calculates the ball pitching probability of each ball from the initial ball to the n-th ball for each outcount that each pitcher throws for each batter at each batter. In the pitching probability storage means, an outcount identifier is set for the pitching probability of the ball speed, and the pitching probability is classified and stored for each outcount. The pitching probability calculating means calculates the ball pitching probability of each ball from the initial ball to the n-th ball for each hitting situation of the runner thrown by each pitcher for each batter of each batter. In the pitching probability storage means, a runner identifier is set for the pitching probability of the ball speed, and the pitching probability is classified and stored for each runner's output situation.

  The pitching probability calculating means calculates the pitching probability of the ball at each ball speed from the first ball to the nth ball for each inning thrown by each pitcher for each batter at each batter. The pitching probability storage means sets an inning identifier for the pitching probability of the ball speed, and stores the pitching probability for each inning. The pitching probability calculating means calculates the pitching probability of the ball at each ball speed from the first ball to the n-th ball for each batting order of the batter thrown by each pitcher for each batter at each batter. The pitching probability storage means sets a hitting order identifier for the pitching probability of the ball speed, and stores the pitching probability by classifying the hitting order for each hitting order.

  2 is a diagram illustrating an example of a menu screen displayed on the display 16 connected to the management server 11, and FIG. 3 is a diagram illustrating an example of a menu screen displayed on the display 17 of the notebook computer 12A. . FIG. 4 is a diagram illustrating an example of a prediction data search screen displayed on the display 16, and FIG. 5 is a diagram illustrating another example of the prediction data search screen continued from FIG. 4 displayed on the display 16. In FIG. 4 and FIG. 5, description of items (data) input to each input area and items (data) displayed in each display area is omitted. Each means which the pitching analysis system 10 performs is demonstrated based on FIGS. 2-5 and the following FIGS. 6-25. In addition, the same menu screen as FIG. 3 and each display screen shown in the following FIGS. 4-25 are displayed also on the touchscreen of tablet PC12B or the smart phone 12C.

  When an icon (not shown) indicating a pitching analysis application is clicked on the management server 11 to activate the pitching analysis application, a menu screen (initial screen) of the pitching analysis system 10 shown in FIG. Is done. The pitching analysis application can be installed on a server or an information terminal from a CD-ROM storing the application, and can also be downloaded from the server 11 to the server or information terminal by accessing the management server 11 via a link. . A predicted sphere type data display selection tab 2a, a predicted course data display selection tab 2b, a predicted ball speed data display selection tab 2c, a confirmation button 2d, and a close button 2e are displayed on the menu screen. When the close button 2e is clicked, the analysis support application is terminated (the same applies to the close button on each screen below).

  When the notebook computer 12A, the tablet 12B, and the smartphone 12C are connected to the Internet and click an icon (not shown) indicating the server 11 displayed on the display 17 or the touch panel, an authentication screen (not shown) is displayed on the display 17 or the touch panel. Is displayed. When the authentication result is acceptable by the authentication procedure, the notebook personal computer 12A, the tablet 12B, and the smartphone 12C log in to the server 11, and the menu screen (initial screen) of the pitching analysis system 10 shown in FIG. 3 is displayed on the display 17 or the touch panel. Is done. The menu screen includes a user name display area 3a on which a user name is displayed, a predicted ball type data display selection tab 3b, a predicted course data display selection tab 3c, a predicted ball speed data display selection tab 3d, a confirmation button 3e, and a logout button. 3f is displayed. When the logout button 3 f is clicked, the information terminal 12 logs out from the management server 11.

  In order to display predicted ball type data, predicted course data, and predicted ball speed data, the predicted ball type data display selection tab 2a, the predicted course data display selection tab 2b, and the predicted ball speed are displayed on the menu screen of FIG. 2 or the menu screen of FIG. Data display selection tab 2c, predicted sphere type data display selection tab 3b, predicted course data display selection tab 3c, predicted ball speed data display selection tab 3d, or at least two of these display selection tabs 2a-2c, 3b-3d The data is selected by inverting one of them, and the confirmation buttons 2d and 3e are clicked. Assume that the predicted ball type data display selection tab 2a, the predicted course data display selection tab 2b, and the predicted ball speed data display selection tab 2c are individually selected on the menu screen of FIG.

  When the confirmation button 2d is clicked, a prediction data search screen (1) shown in FIG. The predicted data search screen (1) in FIG. 4 includes a pitcher name input area 4a, a batter name input area 4b, a data period input area 4c, a search button 4d, a basic data search button 4e, a clear button 4f, and a return button 4g. Button 4h is displayed. When the clear button 4f is clicked, the item (data) input to each input area is cleared, and the item is re-input (the same applies to the clear button on each screen below). Clicking the back button returns to the previous screen (menu screen in FIG. 2).

  A specific pitcher name is input to the pitcher name input area 4a, a specific batter name is input to the batter name input area 4b, and a basic data adoption period is input to the data period input area 4c. The pitcher name in the pitcher name input area 4a is an essential input item, but the batter name and data period are optional input items.

  The adoption period of the basic data to be input to the data period input area 4c is the adoption period of the data used as the basis for the pitching probability calculation stored by the ball type storage means, the course storage means, and the ball speed storage means. In addition to the date, you can specify various periods such as last season, this season, two seasons, and one army season. In the prediction data search screen (1) of FIG. 4, the pitcher name is input in the pitcher name input area 4a, the batter name is input in the batter name input area 4b, and the date-year-month-year is input in the data period input area 4c. Suppose the day is entered.

  When the pitcher name, batter name, and data period are input to these input areas 4 a to 4 c and then the search button 4 d is clicked, a prediction data search screen (2) shown in FIG. 5 is displayed on the display 16. The predicted data search screen (2) in FIG. 5 includes a pitcher name display area 5a displaying a pitcher name, a batter name display area 5b displaying a batter name, a data period display area 5c displaying a data period, and a pitching order input area. 5d, strike / ball count input area 5e, outcount input area 5f, runner input area 5g, batting order input area 5h, inning input area 5i, search button 5j, basic data display button 5k, menu screen button 5l, clear button 5m, A return button 5n and a close button 5o are displayed. If the return button 5n is clicked, it will return to the prediction data search screen (1) of FIG. Although not shown, a stadium input area is displayed, and each stadium name can be input to the stadium input area.

  In the throwing order input area 5d, enter the number of the first ball, the second ball, the third ball,... The nth ball, or the first ball, the second ball, the second ball, the fifth ball, all the pitches. Enter etc. When all pitches are input, all of the first to nth balls are selected. Input items to the pitching order input area 5d can be selected from a pull-down list. The strike ball count input area 5e includes 0B-0S, 0B-1S, 1B-0S, 1B-1S, 2B-0S, 0B-2S, 3B-0S, 2B-1S, 1B-2S, 3B-1S, Either 2B-2S or 3B-2S or at least two of them are input, or the total count is input. When all counts are entered, all 12 strike ball counts are selected. Input items to the strike ball count input area 5e can be selected from a pull-down list.

  In the out count input area 5f, any one of 0O, 1O, 2O, at least two of them, or all of them is input. When all out is input, all of 0O to 2O are selected. Input items to the outcount input area 5f can be selected from a pull-down list. In the runner input area 5g, 1st runner, 1st 2nd runner, 2nd runner, 1st, 2nd and 3rd runners are input. Input items to the runner input area 5g can be selected from a pull-down list. In the runner input area 5g, a runner's player name and the number of theft of the player can be input.

  In the batting order input area 5h, enter any one of No. 1, No. 2, No. 3, No. 4, No. 5, No. 6, No. 7, No. 8, No. 9, substitute hits, or at least two of them, or Enter the complete batting order. When the entire batting order is input, all the batting orders are selected. Input items to the batting order input area 5h can be selected from a pull-down list. Input one, two, three, four, five, six, seven, eight, nine, eleven, twelve or at least two of them in the inning input area 5i Or enter all innings. When all innings are entered, all of the innings are selected. Input items to the inning input area 5i can be selected from a pull-down list.

  FIG. 6 is a diagram illustrating an example of a basic data search screen, and FIG. 7 is a diagram illustrating an example of a basic data display screen for a ball type. FIG. 8 is a diagram illustrating an example of a pitching form video display screen corresponding to a sphere type. In FIG. 6 to FIG. 8, description of items (data) input in each input area and items (data) displayed in each display area is omitted. In order to display the basic data that is the basis of the ball type prediction, course prediction, and ball speed prediction of the pitching analysis system 10, the pitcher name input area 4a, batter name input area 4b of the prediction data search screen (1) in FIG. After inputting the pitcher name in at least the pitcher name input area 4a in the data period input area 4c, the basic data search button 4e is clicked. Alternatively, after inputting an item in at least one of the input areas 5d to 5i on the prediction data search screen (2) in FIG. 5, the basic data search button 5k is clicked.

  When the basic data search buttons 4e and 5k are clicked, a basic data search screen shown in FIG. The basic data search screen of FIG. 6 includes a pitcher name / team name display area 6a, a ball type selection tab 6b, a course selection tab 6c, a ball speed selection tab 6d, a data period display area 6e, a batter name display area 6f, and a pitching order display. Area 6g, strike / ball count display area 6h, outcount display area 6i, runner display area 6j, batting order display area 6k, inning display area 6l, display confirmation button 6m, clear button 6n, menu button 6o, return button 6p, close Button 6q is displayed.

  In the pitcher name / team name display area 6a, the name of the pitcher entered in the pitcher name input area 4a of the prediction data search screen (1) in FIG. 4 and the name of the team to which the pitcher belongs are displayed, and the data period display area 6e. The data period input in the data period input area 4c is displayed. When no data period is input in the input area 4c, the data period display area 6e is blank. In the batter name display area 6f, the batter name input in the batter name input area 4b is displayed. When the batter name is not input in the input area 4b, the batter name display area 6f is blank.

  In the pitching order display area 6g, the pitching order input in the pitching order input area 5d of the prediction data search screen (2) in FIG. 5 is displayed, and in the strike / ball count display area 6h, the strike / ball count input area is displayed. The strike ball count input in 5e is displayed. In the outcount display area 6i, the outcount input in the outcount input area 5f is displayed, and in the runner display area 6j, the runner input to the runner input area 5g (runner's player name and the number of steals of the player) Is included.) Is displayed. The batting order display area 6k displays the batting order input in the batting order input area 5h, and the inning display area 6l displays the inning input in the inning input area 5i. When each item is not input in the input areas 5d to 5i, the display areas 6g to 6l are blank.

  Since the predicted ball type data display selection tab 2a, the predicted course data display selection tab 2b, and the predicted ball speed data display selection tab 2c are individually selected on the menu screen of FIG. 2, the ball type selection tab 6b, the course selection tab 6c, and the ball speed are selected. One of the selection tabs 6d is inverted. After confirming each item displayed in the display areas 6e to 6l, the display confirmation button 6m is clicked. When changing the basic data to be displayed, it is designated again on the ball type selection tab 6b, the course selection tab 6c, and the ball speed selection tab 6d. For example, when displaying any two basic data of a ball type, a course, and a ball speed, select any two of the ball type selection area 6b, the course selection area 6c, and the ball speed selection area 6d and click the display confirmation button 6m. To do. When displaying all the basic data of the ball type, the course, and the ball speed, the ball type selection tab 6b, the course selection tab 6c, and the ball speed selection tab 6d are all selected, and the display confirmation button 6m is clicked.

  When the pitcher name is entered only in the pitcher name input area 4a of the prediction data search screen (1) in FIG. 4 and the basic data search button 4e is clicked, the basic data search screen shown in FIG. Although the pitcher name and the team name are displayed in the display area 6a, the other display areas 6e to 6l are blank. In this case, the basic data of the specified pitcher without condition (no restriction) is displayed. In addition, when a plurality of selection tabs 6b to 6d are selected, basic data of the selected ball type, course, and ball speed is displayed on one screen.

  When the display confirmation button 6m is clicked with the ball type selection tab 6b reversed, a basic data display screen shown in FIG. 7 is displayed. The basic data display screen of FIG. 7 includes a pitcher name / team name display area 7a displaying a pitcher name and a team name, a condition display area 7b displaying basic data display conditions, and a results display area displaying various results of the pitcher. 7c, a ball type display area 7d displaying the ball type, a ball type ratio display area 7e displaying the ball type ratio, a print button 7f, a pitching form button 7g, a return button 7h, a menu screen button 7i, and a close button 7j are displayed. The

  Various conditions (data period, batter name, pitching order, strike ball count, outcount, runner, batting order, inning) entered in the prediction data search screen (2) of FIG. 5 are displayed in the condition display area 7b. The In the results display area 7c, the pitcher defense rate displayed in the pitcher name display area 7a, the number of games, the number of wins, the number of losses, the number of batters, the number of pitchers, the number of hits, the number of hits, the number of homeruns, the number of given balls, The number of dead and dead balls, strikeout number, points lost, and self-responsibility are displayed. In addition, each grade displayed on the grade display area 7c of the basic data display screen of FIG. 7 is an illustration, and all the grades of a pitcher can be displayed besides them.

  In the ball type display area 7d, the pitcher ball type (straight, slider, shoot, folk ball, two seam fastball, sinker) displayed in the pitcher name display area 7a is displayed, and for each pitch type thrown The number of throws is displayed. In the ball type ratio display area 7e, the ratio (ratio) of each ball type with respect to the pitcher pitches displayed in the pitcher name display area 7a is displayed as a pie chart. The ratio (ratio) of each ball type displayed in the ball type ratio display area 7e is a ratio within the data adoption period input in the data period input area from the past to the present. In addition, the ratio of each spherical type can also be shown with a bar graph, a line graph, or the like.

  On the basic data display screen of FIG. 7, the pitcher results and the ball type ratio corresponding to the conditions displayed in the display condition display area 7 b are displayed. For example, when the data period is specified, the results and the ball type ratio in the specified data period are displayed. By specifying the strike ball count, the grade and the ball type ratio corresponding to the specified strike ball count are displayed. In addition, when two or more display conditions are designated, the grades and ball type ratios corresponding to all of the conditions are displayed. By looking at the basic data display screen shown in FIG. 7, a baseball player can grasp the results of a specific pitcher (pitchers of other teams or own teams) from the past to the present and specify the results. It is possible to grasp the ratio of each ball type thrown in the data period, and to know the degree or variation of the ball type thrown by each pitcher.

  In the basic data display screen of FIG. 7, the ball type displayed in the ball type display area 7d is reversed to specify the ball type, or the ball type displayed in the pie chart in the ball type ratio display area 7e is reversed. When the pitching form button 7g is clicked after specifying the ball type, the pitching form video display screen shown in FIG.

  The pitching form video display screen of FIG. 8 includes a ball type display area 8a displaying a designated ball type, a slow motion button 8b, a super slow motion button 8c, a speed playback button 8d, a reverse playback button 8e, and a repeated playback button 8f. , A capture button 8g, pitching form video data display areas 8h and 8i, a previous screen button 8j, a next screen button 8k, a basic data display button 8l, a menu screen button 8m, and a close button 8n are displayed. In the pitching form video data display areas 8h and 8i, moving images of pitching form video data corresponding to the designated ball type of the pitcher displayed in the pitcher name display area 7a are displayed.

  By clicking the slow motion button 8b, the pitching form video data is played back in slow motion. By clicking the super slow motion button 8c, the pitching form video data is played back in super slow motion, and the speed playback button 8d is clicked. By doing so, the pitching form video data is played back at high speed (double speed playback). By clicking the reverse playback button 8e, the pitching form video data is played back in the return direction (reverse direction), and by clicking the repeat playback button 8f, the pitching form video data repeats the feed direction and the return direction. Played in both directions. By clicking the capture button 8g, the moving image of the pitching form video data can be displayed and saved as a still image, and the still image can be printed. The function of each button in the following screens is the same.

  By clicking the stop / play mark, the pitching form video data can be stopped / played, and the volume can be adjusted by the volume mark. By clicking the previous screen button 8j, the previous pitching form video data corresponding to the specified ball type can be displayed, and by clicking the next screen button 8k, the specified ball type is supported. The next pitching form video data to be displayed can be displayed. When the basic data display button 8m is clicked, the basic data display screen of FIG. 7 is displayed. By looking at the pitching form video data corresponding to the specified ball type, you can grasp the pitcher's pitching form for that ball type, and find subtle differences, changes, wrinkles, etc. of the pitching form due to the difference in the ball type be able to.

  FIG. 9 is a diagram showing another example of the basic data display screen of the course, and FIG. 10 is a diagram showing another example of the pitching form video display screen corresponding to the course. In FIG. 9 and FIG. 10, description of items (data) input in each input area and items (data) displayed in each display area is omitted. When the display confirmation button 6m is clicked in a state where the course selection area 6c on the basic data search screen of FIG. 6 is inverted, a basic data display screen shown in FIG. 9 is displayed.

The basic data display screen of FIG. 9 includes a pitcher name display area 9a displaying a pitcher name and a team name , a condition display area 9b displaying basic data display conditions, a result display area 9c displaying various results of the pitcher, a course Course display area 9d displaying strike course ratio display area 9e displaying strike course ratio, ball course ratio display area 9f displaying ball course ratio, print button 9g, pitching form button 9h, return button 9i, menu screen button 9j and a close button 9k are displayed.

  The course display area 9d displays the strike course (inner angle higher strike, inner angle central strike, inner angle lower strike, middle higher strike, middle middle strike, lower middle strike, outer angle higher strike, outer angle central strike, outer angle lower strike). , The course of the ball (inner angle higher ball, inner angle central ball, inner angle lower ball, middle higher ball, middle lower ball, outer angle higher ball, outer angle central ball, outer angle lower ball) is displayed.

  In the strike course ratio display area 9e, the ratio (ratio) of each strike course to the pitcher pitches displayed in the pitcher name display area 7a is displayed as a pie chart. The ratio (ratio) of each strike course displayed in the strike course ratio display area 9e is a ratio within the data adoption period input in the data period input area from the past to the present. In addition, the ratio of each strike course can also be shown by a bar graph, a line graph, etc., and the number of pitches of each course thrown on each strike course can also be displayed.

  In the ball course ratio display area 9f, the ratio (ratio) of each ball course with respect to the number of pitchers thrown in the pitcher name display area 7a is displayed as a pie chart. The ratio (ratio) of each ball course displayed in the ball course ratio display area 9f is the ratio within the data adoption period input in the data period input area from the past to the present. In addition, the ratio of each ball course can also be shown by a bar graph, a line graph, etc., and the number of pitches of each course thrown on each ball course can also be displayed.

  In the basic data display screen of FIG. 9, the pitcher grade and course ratio corresponding to the conditions displayed in the display condition display area 9b are displayed. For example, when the data period is specified, the grade and course ratio in the specified data period are displayed. By specifying the batter name, the grade and course ratio corresponding to the specified batter are displayed. When two or more display conditions are specified, grades and course ratios corresponding to all the conditions are displayed. Baseball officials can see the results of a specific pitcher (pitchers of other teams and their own teams) from the past to the present by looking at the basic data display screen in FIG. The ratio of the strike course and the ratio of the ball course thrown in the data period can be grasped, and the degree and variation of the course thrown by each pitcher can be known.

  In the basic data display screen of FIG. 9, the course displayed in the course display area 9d is reversed to designate the course, or the course displayed in the pie chart of the course ratio display areas 9e and 9f is reversed. When the pitching form button 9h is clicked after the designation, the pitching form video display screen shown in FIG.

  The pitching form video display screen of FIG. 10 includes a course display area 10a displaying a designated course, a slow motion button 10b, a super slow motion button 10c, a speed playback button 10d, a reverse playback button 10e, a repeat playback button 10f, and a capture. A button 10g, pitching form video data display areas 10h and 10i, a previous screen button 10j, a next screen button 10k, a basic data display button 101, a menu screen button 10m, and a close button 10n are displayed.

  In the pitching form video data display areas 10h and 10i, a moving image of the pitching form video data corresponding to the designated course of the pitcher displayed in the pitcher name display area 9a is displayed. When the basic data display button 10m is clicked, the basic data display screen of FIG. 9 is displayed. By looking at the pitching form video data corresponding to the specified course, you can grasp the pitcher's pitching form for that course, and find subtle differences, changes, habits, etc. of the pitching form due to the course difference .

  FIG. 11 is a diagram illustrating another example of the basic data display screen for the ball speed, and FIG. 12 is a diagram illustrating another example of the pitching form video display screen corresponding to the ball speed. In FIG. 11 and FIG. 12, the description of items (data) input to each input area and items (data) displayed in each display area are omitted. When the display confirmation button 6m is clicked in a state where the ball speed selection area 6d of the basic data search screen in FIG. 6 is inverted, a basic data display screen shown in FIG. 11 is displayed.

The basic data display screen of FIG. 11 includes a pitcher name display area 11a displaying a pitcher name and a team name , a condition display area 11b displaying basic data display conditions, a results display area 11c displaying various results of the pitcher, and a ball speed. Is displayed, a ball speed ratio display area 11e displaying a ball speed ratio, a print button 11f, a pitching form button 11g, a return button 11h, a menu screen button 11i, and a close button 11j.

  The ball speed display area 11d includes ball speeds (100 to 110 (km), 111 to 120 (km), 121 to 125 (km), 126 to 130 (km), 131 to 140 (km), 141 to 145 (km). 146-150 (km), 150 (km)-) are displayed. In the ball speed ratio display area 11e, the ratio (ratio) of each ball speed to the pitcher pitches displayed in the pitcher name display area 7a is displayed as a pie chart. The ratio (ratio) of each ball speed displayed in the ball speed ratio display area 11e is a ratio within the data adoption period input into the data period input area from the past to the present. In addition, the ratio of each ball speed can also be shown by a bar graph, a line graph, etc., and the pitch number of the thrown ball speed can also be displayed.

  In the basic data display screen of FIG. 11, the results of the pitcher and the ball speed ratio corresponding to the conditions displayed in the display condition display area 11b are displayed. For example, when the data period is specified, the results and the ball speed ratio in the specified data period are displayed. By specifying the outcount, the grade and ball speed ratio corresponding to the specified outcount are displayed. In addition, when two or more display conditions are designated, the results and the ball speed ratio corresponding to all of the conditions are displayed. By looking at the basic data display screen shown in FIG. 11, a baseball player can grasp the results of a specific pitcher (pitchers of other teams or own teams) from the past to the present in the designated data period. The ratio of the ball speed of the balls thrown during the data period can be grasped, and the degree and variation of the ball speed thrown by each pitcher can be known.

  In the basic data display screen of FIG. 11, the ball speed displayed in the ball speed display area 11d is reversed to specify the ball speed, or the ball speed displayed in the pie chart of the ball speed ratio display area 11e is reversed to specify the ball speed. Then, when the pitching form button 11g is clicked, a pitching form video display screen shown in FIG.

  The pitching form video display screen of FIG. 12 includes a ball speed display area 12a displaying a designated ball speed, a slow motion button 12b, a super slow motion button 12c, a speed play button 12d, a reverse play button 12e, a repeat play button 12f, and a capture. Button 12g, pitching form video data display areas 12h and 12i, previous screen button 12j, next screen button 12k, basic data display button 121, menu screen button 12m, and close button 12n are displayed.

  In the pitching form video data display areas 12h and 12i, a moving image of the pitching form video data corresponding to the designated ball speed of the pitcher displayed in the pitcher name display area 11a is displayed. When the basic data display button 12m is clicked, the basic data display screen of FIG. 11 is displayed. By viewing the pitching form video data corresponding to the specified ball speed, you can grasp the pitcher's pitching form for that ball speed, and find subtle differences, changes, wrinkles, etc. of the pitching form due to the difference in ball speed .

  FIG. 13 is a diagram illustrating an example of a prediction data search screen, and FIG. 14 is a diagram illustrating an example of a prediction data display screen for a ball type. FIG. 15 is a diagram illustrating an example of a pitching form video display screen corresponding to the predicted ball type, and FIG. 16 is a diagram illustrating an example of a ball trajectory video display screen corresponding to the predicted ball type. In FIG. 13 to FIG. 16, description of items (data) input in each input area and items (data) displayed in each display area is omitted.

  In order to display the ball type prediction of the pitching analysis system 10, at least the pitcher name input is selected from the pitcher name input area 4a, batter name input area 4b, and data period input area 4c of the prediction data search screen (1) in FIG. After entering the pitcher name in the area 4a, the search button 4d is clicked. Alternatively, after an item is input to at least one of the input areas 5d to 5i on the prediction data search screen (2) in FIG. 5, the search button 5j is clicked.

  When the search buttons 4d and 5j are clicked, a prediction data search screen shown in FIG. The predicted data search screen of FIG. 13 includes a pitcher name / team name display area 13a, a ball type selection area 13b, a course selection area 13c, a ball speed selection area 13d, a data period display area 13e, a batter name display area 13f, and a pitching order display. Area 13g, strike / ball count display area 13h, outcount display area 13i, runner display area 13j, batting order display area 13k, inning display area 13l, display confirmation button 13m, clear button 13n, menu button 13o, return button 13p, close Button 13q is displayed.

  In the pitcher name / team name display area 13a, the name of the pitcher entered in the pitcher name input area 4a of the prediction data search screen (1) in FIG. 4 and the name of the team to which the pitcher belongs are displayed, and the data period display area 13e. The data period input in the data period input area 4c is displayed. When no data period is input to the input area 4c, the data period display area 13e is blank. In the batter name display area 13f, the batter name input in the batter name input area 4b is displayed. When the batter name is not input in the input area 4b, the batter name display area 13f is blank. In addition, when a stadium input area is displayed in the prediction data search screen (1) of FIG. 4, each stadium name input into the stadium input area can be used as a condition.

  In the pitching order display area 13g, the pitching order input in the pitching order input area 5d of the prediction data search screen (2) in FIG. 5 is displayed. In the strike / ball count display area 13h, the strike / ball count input area is displayed. The strike ball count input in 5e is displayed. In the outcount display area 13i, the outcount input in the outcount input area 5f is displayed, and in the runner display area 13j, the runner input to the runner input area 5g (the runner's player name and the number of theft of the player) Is included.) Is displayed. The batting order display area 13k displays the batting order input in the batting order input area 5h, and the inning display area 13l displays the inning input in the inning input area 5i. When each item is not input in the input areas 5d to 5i, the display areas 13g to 13l are blank.

  The predicted sphere type data display selection tab 2a is selected on the menu screen of FIG. 2, and the sphere type selection tab 13b is inverted. After confirming each item displayed in the display areas 13e to 13l, the display confirmation button 13m is clicked. When the pitcher name is entered only in the pitcher name input area 4a of the predicted data search screen (1) in FIG. 4 and the basic data search button 4e is clicked, the predicted data search screen shown in FIG. The pitcher name and the team name are displayed in the team name display area 13a, but the other display areas 6e to 6l are blank. In this case, prediction data for the designated pitcher without condition (no restriction) is displayed. In addition, when a plurality of selection tabs 13b to 13d are selected, prediction data of the selected ball type, course, and ball speed is displayed on one screen.

  When the display confirmation button 13m is clicked with the ball type selection tab 13b inverted, the central processing unit of the management server 11 calculates the pitch probability of each ball type with respect to the number of pitches of each pitcher (throwing probability calculating means), and throws The pitch type of the ball thrown by each pitcher is predicted using the pitch probability calculated by the probability calculation means (ball type prediction means). The pitching probability calculating means calculates the pitching probability (%) by the number of balls of each ball type thrown by the pitcher / the total number of balls thrown by the pitcher × 100. In the ball type prediction means, the ball type with the highest pitching probability among the ball types to be thrown is set as the first predicted ball type, and the ball type with the second highest pitching probability is set as the second predicted ball type. As such, the ball types to be thrown are ranked in descending order of throwing probability. The central processing unit of the management server 11 includes the pitching probability of each ball type calculated by the pitching probability calculating unit and the ball type predicted by the ball type predicting unit, a team group specifying identifier, a ball field specifying identifier, a player specifying identifier for specifying a pitcher, a match Store in the hard disk in a state associated with the video specific identifier (throwing probability storage means, predicted ball type storage means).

  When the data period is specified in the prediction condition, the central processing unit of the management server 11 extracts data (actual result) in the specified period from the past to the present, and each ball for the number of pitches of each pitcher in the period The pitching probability of the seed is calculated (throwing probability calculation means), and the pitch type of the ball thrown by each pitcher is predicted using the pitching probability in the designated data period (ball type prediction means). The number of pitchers thrown and the number of pitches thrown according to the period of adoption of data accumulated from the past to the present (total pitch data thrown by the pitcher, pitch pitch data thrown by the pitcher) Since the numbers are different, the pitching probability of the ball type calculated by the pitching probability calculation unit and the ball type predicted by the ball type prediction unit differ depending on the period in which the data is used. The central processing unit of the management server 11 includes the pitch identification probability calculated by the pitch probability calculation unit and the ball type predicted by the ball type prediction unit, the team group identification identifier, the stadium identification identifier, the player identification identifier that identifies the pitcher, The period data for specifying the period is stored in the hard disk in a state associated with the battle video identification identifier (throwing probability storage means, predicted ball type storage means).

  When the batter is specified in the prediction condition, the central processing unit of the management server 11 stores the data (actual result) corresponding to the specified batter from the past to the present (the specified period when the data period is specified). Extract and calculate the pitch probability of each ball type for each pitcher's pitch limited to the specified batter data (each pitcher and each batter data) (throwing probability calculation means) The ball type thrown by each pitcher is predicted using the corresponding pitching probability (ball type prediction means). The central processing unit of the management server 11 has a pitching probability of each ball type calculated by the pitching probability calculating unit and a ball type predicted by the ball type predicting unit, a team group specifying identifier, a ball field specifying identifier, a player specifying identifier for specifying a pitcher and a batter The period data for specifying the data period (when the data period is specified) is stored in the hard disk in a state associated with the battle video identification identifier (throwing probability storage means, predicted ball type storage means).

  When the pitching order is specified in the prediction condition, the central processing unit of the management server 11 specifies the specified pitching order (for example, the first pitch or 2) from the past to the present (the specified period when the data period is specified). The data (actual results) corresponding to the ball pitch, the third pitch, etc. are extracted, and each pitcher for each pitcher's number of pitches (each pitcher has a different pitch) The pitch probability for each ball (ball type for each ball) from the first ball thrown to the n ball is calculated (throwing probability calculation means), and each pitcher uses the pitching probability corresponding to the designated pitching order. The ball type to be thrown (ball type for each ball (one ball type) from the first ball to the n-th ball thrown by the pitcher for each batter of the batter) is predicted (ball type prediction means). The central processing unit of the management server 11 includes the pitching probability of each ball type calculated by the pitching probability calculating unit and the ball type predicted by the ball type predicting unit, a team group specifying identifier, a stadium specifying identifier, a player specifying identifier for specifying a pitcher, a pitching Sequence identifiers (first sphere identifier, second sphere identifier, third sphere identifier, etc.), period data for specifying a data period (when a data period is specified), n spheres from the first sphere in a state associated with the battle video specific identifier Each of the spheres (up to one sphere) is stored in the hard disk (throwing probability storage means, predicted sphere type storage means).

  When the strike ball count is specified in the prediction condition, the central processing unit of the management server 11 specifies the specified strike ball count (for example, the specified period when the data period is specified) from the past to the present (for example, , 0B-0S, 0B-1S, 1B-0S, etc.) are extracted, and each pitch type (each batter's for each batter) is extracted for each pitcher's pitch limited to the specified strike ball count data. The pitch probability of each strike / ball count thrown by each pitcher for each bat is calculated (throwing probability calculation means), and each pitcher is used using the pitch probability corresponding to the specified strike / ball count. Predicts the ball type (ball type prediction means) for each strike / ball count. The central processing unit of the management server 11 includes the pitch identification probability calculated by the pitch probability calculation means and the ball type predicted by the pitch prediction means as a team identification identifier, a stadium identification identifier, a player identification identifier that identifies a pitcher, a strike A ball count identifier, period data for specifying a data period (when a data period is specified), and stored in a hard disk by being classified for each strike ball count in a state associated with the battle video specific identifier (throwing probability storage means, Predictive ball type storage means).

  When the out count is specified in the prediction condition, the central processing unit of the management server 11 specifies the specified out count (for example, 0O or 1O) from the past to the present (the specified period when the data period is specified). , 2O, etc.) data (actual results) is extracted, and each pitch type for each pitcher's number of pitches limited to the specified outcount data (out count that each pitcher has thrown for each batter of each batter) The pitch of each pitch from the first ball to the n-th ball) (throwing probability calculation means), and the pitch of the ball thrown by each pitcher using the pitching probability corresponding to the specified outcount (Ball type of ball to be thrown every out count) is predicted (ball type prediction means). The central processing unit of the management server 11 has the pitch probability of each ball type calculated by the pitch probability calculation means and the ball type predicted by the ball type prediction means, a team group identification identifier, a ball field identification identifier, a player identification identifier that identifies a pitcher, an out Count identifier, period data for specifying data period (when data period is specified), divided into out counts in association with the battle video specific identifier, and stored in hard disk (throwing probability storage means, predicted ball type storage) means).

  When the runner is specified in the prediction condition, the central processing unit of the management server 11 specifies the specified runner (for example, the 1st runner or 1) from the past to the present (if the data period is specified, the specified period). , 2 塁 runners, 2 塁 runners, etc. (In some cases, the names of players designated as runners may be included.) Data (results) corresponding to the pitcher pitches limited to the designated runner data is extracted. Calculate the pitch probability of each ball type for each number (ball type for each ball from the first ball to n balls for each runner's outing situation thrown by each pitcher for each batter at each batter) (throwing probability calculation means) , Ball type thrown by each pitcher using the pitch probability corresponding to the specified runner (ball type for each ball from the first ball to n balls thrown for each runner's encounter status) Predicting (pitch type prediction means). The central processing unit of the management server 11 includes a pitch identification probability, a pitch specification specific identifier, a player specific identifier for specifying a pitcher, a runner, the pitch probability of each ball type calculated by the pitch probability calculation means and the ball type predicted by the pitch prediction means. Identifier, period data for specifying the data period (when a data period is specified), and stored in the hard disk classified according to the runner's output status in association with the battle video specific identifier (throwing probability storage means, predicted ball type Storage means).

  When the batting order is designated in the prediction condition, the central processing unit of the management server 11 designates the batting order designated (for example, the first batter or 2) from the past to the present (if the data period is designated, the designated period). The data (results) corresponding to the hitter, the third hitter, etc.) is extracted, and each pitcher throws each pitcher for each pitcher's pitch (limited to each pitcher's number of pitches) limited to the specified batting order data The ball thrown by each pitcher using the pitching probability corresponding to the specified hitting order (throwing probability calculating means) is calculated. (Ball type predicting means) is predicted (ball type predicting means) for each ball from the first ball to n balls thrown for each hitting order. The central processing unit of the management server 11 includes the pitching probability of each ball type calculated by the pitching probability calculating unit and the ball type predicted by the ball type predicting unit, a team group specifying identifier, a stadium specifying identifier, a player specifying identifier for specifying a pitcher, a batting order Period data specifying an identifier and a data period (when a data period is specified), and storing in a hard disk sorted in order of hitting in a state associated with a battle video specific identifier (throwing probability storage means, predicted ball type storage means) .

  When the inning is specified in the prediction condition, the central processing unit of the management server 11 specifies the specified inning (for example, once or twice) from the past to the present (the specified period when the data period is specified). Data (actual results) corresponding to 3 times, etc., for each inning thrown by each pitcher with respect to the number of pitches of each pitcher limited to the specified inning data The pitch probability of each ball from the first ball to the n-th ball) is calculated (throwing probability calculating means), and the pitch of the ball thrown by each pitcher using the pitching probability corresponding to the specified inning (inning) The ball type of each ball from the first ball to the n ball to be thrown every time) is predicted (ball type prediction means). The central processing unit of the management server 11 includes the pitching probability of each ball type calculated by the pitching probability calculating unit and the ball type predicted by the ball type predicting unit, a team group specifying identifier, a stadium specifying identifier, a player specifying identifier for specifying a pitcher, an inning Period data for specifying an identifier and a data period (when a data period is specified), classified in each inning in a state associated with a battle video specific identifier, and stored in a hard disk (throwing probability storage means, predicted ball type storage means) .

  When a plurality of conditions (combined conditions) are specified in the prediction condition, the central processing unit of the management server 11 sets the specified conditions from the past to the present (specified period when a data period is specified). Corresponding data (actual results) is extracted, and each pitch type for each pitcher's pitch limited to data of those specified conditions (from the first ball corresponding to those conditions thrown by each pitcher for each batter of each batter The pitch probability of each ball up to n balls) is calculated (throwing probability calculation means), and each pitch ball from the first ball to n balls thrown by each pitcher using the pitching probability corresponding to the specified conditions The ball type of each ball is predicted (course prediction means). The central processing unit of the management server 11 includes the pitching probability of each ball type calculated by the pitching probability calculating unit and the ball type predicted by the ball type predicting unit, a team group specifying identifier, a ball field specifying identifier, a player specifying identifier for specifying a pitcher, The condition identifier, the period data for specifying the data period (when the data period is specified), and stored in the hard disk in a state associated with the battle video specific identifier (throwing probability storage means, predicted ball type storage means).

  After the ball type is predicted by the ball type prediction unit, the ball type prediction data display screen shown in FIG. 14 is displayed on the display 16 (predicted ball type display unit). The pitch type prediction data display screen of FIG. 14 displays the pitcher name and team name display area 14a displaying the pitcher name and the team name, the prediction condition display area 14b displaying the display condition of the prediction data, and various results of the pitcher. A result display area 14c, a predicted ball type display area 14d, a predicted ball type ratio display area 14e, a print button 14f, a pitching form button 14g, a ball trajectory button 14h, a return button 14i, a menu screen button 14j, and a close button 14k are displayed. . In the prediction condition display area 14b, various conditions input on the prediction data search screen (2) in FIG. 5 are displayed. In the grade display area 14c, various grades of the pitcher displayed in the pitcher name display area 14a are displayed.

  The predicted ball type display area 14d displays a predicted ball type (slider, curve, straight, shoot, folk ball, sinker) predicted to be thrown by the pitcher displayed in the pitcher name display area 14a and a predicted ball. The throwing probability of the seed is displayed. In the predicted ball type ratio display area 14e, the ratio (ratio) of each predicted ball type with respect to all predicted ball types of the pitcher displayed in the pitcher name display area 14a is displayed as a pie chart. The ratio of predicted sphere types can also be indicated by a bar graph, a line graph, or the like.

  When the data period is specified in the prediction condition, the predicted ball type and the predicted ball type ratio obtained from the pitch probability in the specified data period are displayed, and when the batter is specified in the prediction condition, the throw in the specified batter The predicted ball type and the predicted ball type ratio obtained from the probability are displayed. When the pitching order is specified in the prediction condition, the predicted ball type and the predicted ball type ratio obtained from the pitching probability in the specified pitching order are displayed, and when the strike ball count is specified in the prediction condition, it is specified The predicted ball type and the predicted ball type ratio obtained from the pitching probability in the strike ball count are displayed.

  When the outcount is specified in the prediction condition, the predicted ball type and the predicted ball type ratio obtained from the pitch probability in the specified out count are displayed. When the runner is specified in the prediction condition, the pitch in the specified runner The predicted ball type and the predicted ball type ratio obtained from the probability are displayed. When the hitting order is specified in the prediction condition, the predicted ball type and the predicted ball type ratio obtained from the pitching probability in the specified hitting order are displayed. When inning is specified in the prediction condition, The obtained predicted ball type and predicted ball type ratio are displayed. When a plurality of the prediction conditions are designated, the predicted ball type and the predicted ball type ratio obtained from the pitching probability under the combined conditions are displayed.

  The pitching analysis system 10 can determine the pitching probability of each pitch type with high accuracy from the pitches and pitches of each pitcher accumulated from the past to the present, and each pitcher uses the pitching probability with high accuracy. Can quickly and accurately predict the type of ball thrown at each batter. Since the pitching analysis system 10 displays the predicted ball type predicted using a high pitching probability, each batter can know the accurate predicted ball type that each pitcher throws in the game in real time and in a timely manner. , Each batter can stand out in the fight against the pitcher. The pitching analysis system 10 can ensure the superiority of each batter's batting over each pitcher by knowing the predicted ball type by each batter. And the game can be advantageously advanced against the opposing team.

  In the predicted data display screen of FIG. 14, the ball type displayed in the predicted ball type display area 14d is reversed to specify the ball type, or the ball type displayed in the pie chart of the predicted ball type ratio display area 14e is selected. When the pitching form button 14g is clicked after inverting and specifying the ball type, the pitching form video display screen shown in FIG.

  The pitcher name display area 15a displaying the pitcher name and the prediction conditions (data period, batter name, pitching order, strike ball count, outcount, runner, batting order, inning) are displayed on the pitching form video display screen of FIG. Prediction condition display area 15b, slow motion button 15c, super slow motion button 15d, speed playback button 15e, reverse playback button 15f, repeat playback button 15g, capture button 15h, pitching form video data display areas 15i, 15j, prediction data display An area 15k, a previous screen button 151, a next screen button 15m, a predicted data search button 15n, a return button 15o, a menu screen button 15p, and a close button 15q are displayed.

  In the pitching form video data display areas 15i and 15j, a moving image of the pitching form video data corresponding to the predicted ball type of the pitcher displayed in the pitcher name display area 15a is displayed. The predicted data display area 15k displays the predicted ball type, the predicted ball speed of the ball type, and the pitch probability of the predicted ball type. The pitching analysis system 10 can grasp the pitching form of the pitcher with respect to the predicted ball type by looking at the pitching form video data corresponding to the predicted ball type, and the pitching form subtle due to the difference in the predicted ball type. You can find differences, changes, traps, etc.

  In the predicted data display screen of FIG. 14, the ball type displayed in the predicted ball type display area 14d is reversed to specify the ball type, or the ball type displayed in the pie chart of the predicted ball type ratio display area 14e is selected. When the ball trajectory button 14h is clicked after inversion and designation of the ball type, the ball trajectory image display screen shown in FIG.

  In the ball trajectory image display screen of FIG. 16, a pitcher name display area 16a displaying a pitcher name, a prediction condition display area 16b displaying a prediction condition, a slow motion button 16c, a super slow motion button 16d, a speed playback button 16e, and the reverse Play button 16f, repeat play button 16g, capture button 16h, ball trajectory video data display areas 16i to 16k, prediction data display area 16l, previous screen button 16m, next screen button 16n, prediction data search button 16o, pitching form button 16p A return button 16q, a menu screen button 16r, and a close button 16s are displayed.

  In the ball trajectory video data display areas 16i to 16k, a moving image of the ball trajectory video data corresponding to the predicted ball type of the pitcher displayed in the pitcher name display area 16a is displayed. In the predicted data display area 161, the predicted ball type, the predicted ball speed of the ball type, and the pitching probability of the predicted ball type are displayed. The pitching analysis system 10 can grasp the pitcher's ball trajectory with respect to the predicted ball type by looking at the ball trajectory video data corresponding to the predicted ball type, You can find the difference.

  FIG. 17 is a diagram illustrating an example of a course prediction data display screen, and FIG. 18 is a diagram illustrating an example of a pitching form video display screen corresponding to a predicted course. FIG. 19 is a diagram illustrating an example of a ball trajectory video display screen corresponding to a predicted course. In FIG. 17 to FIG. 19, descriptions of items (data) input to each input area and items (data) displayed in each display area are omitted.

  In order to display the course prediction of the pitching analysis system 10, at least the pitcher name input area of the pitcher name input area 4a, batter name input area 4b, and data period input area 4c of the prediction data search screen (1) of FIG. After entering the pitcher name in 4a, the search button 4d is clicked. Alternatively, after an item is input to at least one of the input areas 5d to 5i on the prediction data search screen (2) in FIG. 5, the search button 5j is clicked. When the search buttons 4d and 5j are clicked, the prediction data search screen of FIG. The predicted course data display selection tab 2b is selected on the menu screen of FIG. 2, and the course selection tab 13c is highlighted. After confirming each item displayed in the display areas 13e to 13l, the display confirmation button 13m is clicked. In addition, when a stadium input area is displayed in the prediction data search screen (1) of FIG. 4, each stadium name input into the stadium input area can be used as a condition.

  When the display confirmation button 13m is clicked with the course selection tab 13b reversed, the central processing unit of the management server 11 calculates the pitching probability of each course with respect to the number of pitches of each pitcher (throwing probability calculation means), and calculates the pitching probability. Using the pitching probability calculated by the means, the course of the ball thrown by each pitcher is predicted (course prediction means). The pitching probability calculating means calculates the pitching probability (%) by the number of balls thrown in each course pitched by the pitcher / the total number of balls thrown by the pitcher × 100. In the course prediction means, the pitching probability is such that the course with the highest pitching probability among the courses to be thrown is the first predicted course and the course with the second highest pitching probability is the second predicted course. Ranking the courses that are thrown in descending order. The central processing unit of the management server 11 includes the pitching probability of each course calculated by the pitching probability calculation means and the course predicted by the course prediction means, a team team identification identifier, a stadium identification identifier, a player identification identifier for identifying a pitcher, and a battle video identification identifier Are stored in the hard disk in a state of being associated with (throwing probability storage means, predicted course storage means).

  When the data period is specified in the prediction condition, the central processing unit of the management server 11 extracts data (actual results) in the specified period from the past to the present, and each course for the pitches of each pitcher in that period Is calculated (throwing probability calculation means), and the pitch of each pitcher is predicted using the pitching probability in the designated data period (course prediction means). The number of pitchers thrown and the number of courses thrown according to the adoption period of data accumulated from the past to the present (total pitch data thrown by the pitcher, pitch data thrown by each pitcher) Therefore, the course pitching probability calculated by the pitching probability calculating means and the course predicted by the course predicting means differ depending on the period in which the data is used. The central processing unit of the management server 11 specifies the pitch probability of each course calculated by the pitch probability calculation means and the course predicted by the course prediction means, the team specific identifier, the stadium specific identifier, the player specific identifier for specifying the pitcher, and the data period Data stored in the hard disk in association with the period data to be played and the battle video specific identifier (throwing probability storage means, predicted course storage means).

  When the batter is specified in the prediction condition, the central processing unit of the management server 11 stores the data (actual result) corresponding to the specified batter from the past to the present (the specified period when the data period is specified). Extract and calculate the pitching probability of each course with respect to the number of pitches of each pitcher limited to the specified batter data (data for each pitcher and each batter) (throwing probability calculation means), corresponding to the specified batter The pitch of the ball thrown by each pitcher is predicted using the pitching probability to be played (course prediction means). The central processing unit of the management server 11 includes a pitching probability of each course calculated by the pitching probability calculation means and a course predicted by the course prediction means, a team specific identifier, a stadium specific identifier, a player specific identifier for specifying a pitcher and a batter, a data period Is stored in the hard disk in a state associated with the battle video specific identifier (throwing probability storage means, predicted course storage means).

  When the pitching order is specified in the prediction condition, the central processing unit of the management server 11 specifies the specified pitching order (for example, the first pitch or 2) from the past to the present (the specified period when the data period is specified). Data (actual results) corresponding to ball pitches, ball pitches, etc.) is extracted, and each pitcher throws each pitcher's pitch for each pitcher's pitch limited to the specified pitching order data The ball thrown by each pitcher using the pitching probability corresponding to the specified pitching order (throwing probability calculating means) is calculated for each ball from the first ball to n balls (course for each ball). Course (course course of each ball) from the first ball to the n-th ball thrown by the pitcher for each batter of the batter (one course). The central processing unit of the management server 11 has a pitching probability of each course calculated by the pitching probability calculating means and a course predicted by the course prediction means, a team team specific identifier, a stadium specific identifier, a player specific identifier for specifying a pitcher, and a pitching order identifier ( Initial sphere identifier, second sphere identifier, third sphere identifier, etc.), period data for specifying a data period (when a data period is specified), each from the first sphere to the n sphere in a state associated with the battle video specific identifier Each sphere (each sphere) is classified and stored in the hard disk (throwing probability storage means, predicted course storage means).

  When the strike ball count is specified in the prediction condition, the central processing unit of the management server 11 specifies the specified strike ball count (for example, the specified period when the data period is specified) from the past to the present (for example, , 0B-0S, 0B-1S, 1B-0S, etc.) (corresponding to each striker's number of pitches for each pitcher) The pitch probability of each strike / ball count thrown by the pitcher to the bat is calculated (throwing probability calculation means), and each pitcher throws using the pitch probability corresponding to the specified strike / ball count. Predict the course of the ball (the course of the ball thrown for each strike / ball count) (course prediction means). The central processing unit of the management server 11 includes a pitch specification for each course calculated by the pitching probability calculation means and a course predicted by the course prediction means, a team team specific identifier, a stadium specific identifier, a player specific identifier for specifying a pitcher, a strike ball count Identifier, period data for specifying the data period (when a data period is specified), and stored in the hard disk classified for each strike / ball count in a state associated with the battle video specific identifier (throwing probability storage means, prediction course storage) means).

  When the out count is specified in the prediction condition, the central processing unit of the management server 11 specifies the specified out count (for example, 0O or 1O) from the past to the present (the specified period when the data period is specified). , 2O, etc.) (corresponding to each specified number of pitcher pitches for each pitcher's pitch (each outcount that each pitcher throws for each batter) Course of each ball from the first ball to the n-th ball) (throwing probability calculation means), using the pitching probability corresponding to the specified outcount, the course of the ball thrown by each pitcher (outcount) The course of the ball to be thrown every time) is predicted (course prediction means). The central processing unit of the management server 11 includes the pitching probability of each course calculated by the pitching probability calculation means and the course predicted by the course prediction means, a team team identification identifier, a stadium identification identifier, a player identification identifier for identifying a pitcher, an outcount identifier, Period data for specifying a data period (when a data period is specified) is stored for each outcount in a state associated with the battle video identification identifier and stored in the hard disk (throwing probability storage means, predicted course storage means).

  When the runner is specified in the prediction condition, the central processing unit of the management server 11 specifies the specified runner (for example, the 1st runner or 1) from the past to the present (if the data period is specified, the specified period). , 2 塁 runner, 2 塁 runner, etc. (including player names designated as runners may be included.) Calculate the pitch probability of each course (number of courses for each ball from the first ball to n balls for each runner thrown by each pitcher for each batter of each batter) (specified pitch calculation means) Course of balls thrown by each pitcher using the throwing probability corresponding to the runners made (the balls of each ball from the first ball to n balls thrown for each runner's encounter situation) Over scan) to predict the (course prediction means). The central processing unit of the management server 11 includes a pitch specification of each course calculated by the pitching probability calculation means and a course predicted by the course prediction means, a team specific identifier, a stadium specific identifier, a player specific identifier for specifying a pitcher, a runner identifier, data Period data for specifying a period (when a data period is specified) and a runner's output status in a state associated with the battle video identification identifier are stored on the hard disk (throwing probability storage means, predicted course storage means).

  When the batting order is designated in the prediction condition, the central processing unit of the management server 11 designates the batting order designated (for example, the first batter or 2) from the past to the present (if the data period is designated, the designated period). Data (actual results) corresponding to the hitter, No.3 hitter, etc.) was extracted, and each pitcher throws each pitcher's pitch for each pitcher's pitch limited to the specified batting order data. The course of the ball thrown by each pitcher using the pitching probability corresponding to the specified batting order by calculating the pitching probability of each ball from the first ball to the n-th ball for each batter's hitting order) (Course prediction means) predicts (the course of the ball for each ball from the first ball to n balls to be thrown in each batting order). The central processing unit of the management server 11 includes the pitching probability of each course calculated by the pitching probability calculating means and the course predicted by the course predicting means, a team specific identifier, a stadium specific identifier, a player specific identifier for specifying a pitcher, a batting order identifier, data Period data for specifying a period (when a data period is specified), and are stored in the hard disk after being sorted in order of hitting in a state associated with the battle video identification identifier (throwing probability storage means, predicted course storage means).

  When the inning is specified in the prediction condition, the central processing unit of the management server 11 specifies the specified inning (for example, once or twice) from the past to the present (the specified period when the data period is specified). Data (actual results) corresponding to the specified inning data, and each course for each pitcher's pitch limited to the specified inning data (for each inning thrown by each pitcher for each batter at each batter The pitch of each ball from the first ball to the n-th ball) is calculated (throwing probability calculating means), and the pitch of the ball thrown by each pitcher using the pitching probability corresponding to the specified inning (throwing for each inning) (Course of each ball from the first ball to n balls) is predicted (course prediction means). The central processing unit of the management server 11 includes the pitching probability of each course calculated by the pitching probability calculating means and the course predicted by the course predicting means, a team specific identifier, a stadium specific identifier, a player specific identifier for specifying a pitcher, an inning identifier, data Period data for specifying the period (when a data period is specified), and individuating each inning in a state associated with the battle video specific identifier, and storing it in the hard disk (throwing probability storage means, predicted course storage means).

  When a plurality of conditions (combined conditions) are specified in the prediction condition, the central processing unit of the management server 11 sets the specified conditions from the past to the present (specified period when a data period is specified). Corresponding data (actual results) is extracted, and each course for each pitcher's number of pitches limited to data of those specified conditions (n from the first ball corresponding to those conditions thrown by each pitcher for each batter of each batter (The course for each sphere up to the sphere) is calculated (throwing probability calculation means), and the pitch probability corresponding to those specified conditions is used for each sphere from the first sphere to the nth sphere that each pitcher throws. Predict the course of the ball (course prediction means). The central processing unit of the management server 11 includes a pitch identification probability of each course calculated by the pitching probability calculation means and a course predicted by the course prediction means, a team team identification identifier, a stadium identification identifier, a player identification identifier for identifying a pitcher, and an identifier for these conditions The period data for specifying the data period (when the data period is specified) is stored in the hard disk in a state associated with the battle video identification identifier (throwing probability storage means, predicted course storage means).

  After the course is predicted by the course prediction means, a course prediction data display screen shown in FIG. 17 is displayed on the display 16 (predicted course display means). The course prediction data display screen of FIG. 17 includes a pitcher name / team name display area 17a displaying a pitcher name and a team name, a prediction condition display area 17b displaying a display condition of prediction data, and a score displaying various results of the pitcher. A display area 17c, predicted course display area 17d, predicted course ratio display areas 17e and 17f, a print button 17g, a pitching form button 17h, a ball trajectory button 17i, a return button 17j, a menu screen button 17k, and a close button 17l are displayed. Various conditions input in the prediction data search screen (2) of FIG. 5 are displayed in the prediction condition display area 17b. In the grade display area 17c, various grades of the pitcher displayed in the pitcher name display area 17a are displayed.

  In the predicted course display area 17d, a predicted strike course predicted to be thrown by the pitcher displayed in the pitcher name display area 17a (inner angle higher strike, inner angle central strike, lower inner angle strike, higher middle strike, middle middle strike, lower middle center) Strike, outer angle higher strike, outer angle central strike, outer angle lower strike) are displayed, predicted ball course (inner angle higher ball, inner angle central ball, inner angle lower ball, middle higher ball, middle lower ball, outer angle higher ball, outer angle central ball, The ball with a lower outer angle) is displayed, and the pitch probability of the predicted course is displayed. In the predicted course ratio display areas 17e and 17f, the ratio (ratio) of each predicted course with respect to all predicted courses of the pitcher displayed in the pitcher name display area 17a is displayed as a pie chart. The ratio of the predicted course can also be indicated by a bar graph or a line graph.

  When the data period is specified in the prediction condition, the predicted course and the predicted course ratio obtained from the pitch probability in the specified data period are displayed. When the batter is specified in the prediction condition, the pitch is determined from the pitch probability in the specified batter. The obtained predicted course and predicted course ratio are displayed. When the pitching order is specified in the prediction condition, the predicted course and the predicted course ratio obtained from the pitching probability in the specified pitching order are displayed. When the strike ball count is specified in the prediction condition, the specified strike A predicted course and a predicted course ratio obtained from the pitching probability in the ball count are displayed.

  When the outcount is specified in the prediction condition, the predicted course and the predicted course ratio obtained from the pitch probability in the specified outcount are displayed. When the runner is specified in the prediction condition, the pitch is calculated from the specified runner probability. The obtained predicted course and predicted course ratio are displayed. When the batting order is specified in the prediction condition, the predicted course and the predicted course ratio obtained from the pitching probability in the specified batting order are displayed. The predicted course and predicted course ratio are displayed. When a plurality of the prediction conditions are designated, the predicted course and the predicted course ratio obtained from the pitching probability under the combined conditions are displayed.

  The pitching analysis system 10 can obtain the pitching probability of each course with high accuracy from the pitches and courses of each pitcher accumulated from the past to the present, and each pitcher uses each pitcher with high accuracy. The course of the ball thrown on the batter can be predicted quickly and accurately. Since the pitching analysis system 10 displays a predicted course predicted using a high pitching probability, each batter can know the accurate predicted course that each pitcher throws in the game in real time and in a timely manner. A batter can gain an advantage in the fight against the pitcher. The pitching analysis system 10 can ensure the superiority of each batter's batting over each pitcher by knowing the predicted course by each batter. It can be held and the game can be advantageously advanced against the opponent team.

  In the predicted data display screen of FIG. 17, the course displayed in the predicted course display area 17d is reversed to specify the course, or the course displayed in the pie charts of the predicted course ratio display areas 17e and 17f is reversed. When the pitching form button 17h is clicked after designating the course, the pitching form video display screen shown in FIG.

  The pitching form video display screen of FIG. 18 includes a pitcher name display area 18a displaying a pitcher name, a prediction condition display area 18b displaying a prediction condition, a slow motion button 18c, a super slow motion button 18d, a speed playback button 18e, and the reverse. Play button 18f, repeat play button 18g, capture button 18h, pitching form video data display areas 18i and 18j, predicted data display area 18k, predicted course display area 18l, previous screen button 18m, next screen button 18n, predicted data search button 18o A return button 18p, a menu screen button 18q, and a close button 18r are displayed.

  In the pitching form video data display areas 18i and 18j, a moving image of pitching form video data corresponding to the predicted course of the pitcher displayed in the pitcher name display area 18a is displayed. In the predicted data display area 18k, a predicted course and a pitching probability of the course are displayed. In the predicted course display area 18l, squares indicating each course are displayed, and the position (course) of the ball to be thrown is displayed in the squares. In FIG. 18, 9 squares are shown, but the squares are not limited to 9 squares and may be 16 squares or more. The pitching analysis system 10 can grasp the pitching form of the pitcher with respect to the predicted course by looking at the pitching form video data corresponding to the predicted course. You can find candy, etc.

  In the predicted data display screen of FIG. 17, the course displayed in the predicted course display area 17d is reversed to specify the course, or the course displayed in the pie charts of the predicted course ratio display areas 17e and 17f is reversed. After the course is designated, when the ball trajectory button 17i is clicked, the ball trajectory video display screen shown in FIG.

  In the ball trajectory image display screen of FIG. 19, a pitcher name display area 19a displaying a pitcher name, a prediction condition display area 19b displaying a prediction condition, a slow motion button 19c, a super slow motion button 19d, a speed playback button 19e, and the reverse Play button 19f, repeat playback button 19g, capture button 19h, ball trajectory video data display areas 19i to 19k, prediction data display area 19l, prediction course display area 19m, previous screen button 19n, next screen button 19o, prediction data search button 19p , A pitching form button 19q, a return button 19r, a menu screen button 19s, and a close button 19t are displayed.

  In the ball trajectory video data display areas 19i to 19k, a moving image of the ball trajectory video data corresponding to the predicted course of the pitcher displayed in the pitcher name display area 19a is displayed. The predicted data display area 19l displays the predicted course and the pitching probability of the course. In the predicted course display area 19m, squares indicating each course are displayed, and the position (course) of the ball to be thrown is displayed in the squares. The pitching analysis system 10 can grasp the pitcher's ball trajectory with respect to the predicted course by looking at the ball trajectory video data corresponding to the predicted course, and find the characteristics and differences of the ball trajectory due to the difference in the predicted course. be able to.

  FIG. 20 is a diagram showing an example of a predicted data display screen for ball speed, and FIG. 21 is a diagram showing an example of a pitching form video display screen corresponding to the predicted ball speed. FIG. 22 is a diagram showing an example of a ball trajectory video display screen corresponding to the predicted ball speed. In FIG. 20 to FIG. 22, the description of items (data) input in each input area and items (data) displayed in each display area are omitted.

  In order to display the ball speed prediction of the pitching analysis system 10, at least the pitcher name input area of the pitcher name input area 4a, batter name input area 4b, and data period input area 4c of the prediction data search screen (1) of FIG. After entering the pitcher name in 4a, the search button 4d is clicked. Alternatively, after an item is input to at least one of the input areas 5d to 5i on the prediction data search screen (2) in FIG. 5, the search button 5j is clicked. When the search buttons 4d and 5j are clicked, the prediction data search screen of FIG. The predicted ball speed data display selection tab 2c is selected on the menu screen of FIG. 2, and the ball speed selection tab 13d is inverted. After confirming each item displayed in the display areas 13e to 13l, the display confirmation button 13m is clicked. In addition, when a stadium input area is displayed in the prediction data search screen (1) of FIG. 4, each stadium name input into the stadium input area can be used as a condition.

  When the display confirmation button 13m is clicked with the ball speed selection tab 13b reversed, the central processing unit of the management server 11 calculates the pitching probability of each ball speed with respect to the number of pitches of each pitcher (throwing probability calculation means), and calculates the pitching probability. Using the pitching probability calculated by the means, the ball speed of the ball thrown by each pitcher is predicted (ball speed prediction means). The pitching probability calculating means calculates the pitching probability (%) by the number of balls thrown by each pitcher pitched by the pitcher / the total number of balls thrown by the pitcher × 100. In the ball speed prediction means, the pitch probability is set so that the ball speed with the highest pitching probability is the first predicted ball speed and the ball speed with the second highest pitching probability is the second predicted ball speed. Ranking the ball speed thrown in descending order. The central processing unit of the management server 11 includes the pitching probability of each ball speed calculated by the pitching probability calculation unit and the ball speed predicted by the ball speed prediction unit, a team group identification identifier, a stadium identification identifier, a player identification identifier for identifying a pitcher, and a battle video identification identifier Are stored in the hard disk in a state of being associated with (throwing probability storage means, predicted ball speed storage means).

  When the data period is specified in the prediction condition, the central processing unit of the management server 11 extracts data (actual results) in the specified period from the past to the present, and each ball speed with respect to the number of pitches of each pitcher in that period. Is calculated (throwing probability calculating means), and the pitching speed of each pitcher is predicted using the throwing probability in the designated data period (ball speed predicting means). The number of pitchers thrown and the number of pitches thrown according to the adoption period of the data accumulated from the past to the present (total pitch data thrown by the pitcher, pitch pitch data thrown by the pitcher) Therefore, the pitching probability of the ball speed calculated by the pitching probability calculating unit and the ball speed predicted by the ball speed predicting unit differ depending on the period in which the data is used. The central processing unit of the management server 11 specifies the pitch probability of each ball speed calculated by the pitch probability calculation means and the ball speed predicted by the ball speed prediction means, a team group identification identifier, a stadium identification identifier, a player identification identifier that identifies a pitcher, and a data period Data stored in the hard disk in a state associated with the period data and the battle video specific identifier (throwing probability storage means, predicted ball speed storage means).

  When the batter is specified in the prediction condition, the central processing unit of the management server 11 stores the data (actual result) corresponding to the specified batter from the past to the present (the specified period when the data period is specified). Extracts and calculates the pitching probability of each ball speed with respect to the number of pitches of each pitcher limited to the specified batter data (each pitcher and each batter data) (throwing probability calculation means), corresponding to the specified batter The pitch speed of the ball thrown by each pitcher is predicted using the pitching probability of the pitch (ball speed prediction means). The central processing unit of the management server 11 has a pitch probability of each ball speed calculated by the pitch probability calculation means and a ball speed predicted by the ball speed prediction means, a team team specific identifier, a stadium specific identifier, a player specific identifier for specifying a pitcher and a batter, a data period Is stored in the hard disk in a state associated with the battle video specific identifier (throwing probability storage means, predicted ball speed storage means).

  When the pitching order is specified in the prediction condition, the central processing unit of the management server 11 specifies the specified pitching order (for example, the first pitch or 2) from the past to the present (the specified period when the data period is specified). Data (actual results) corresponding to the ball pitch, ball pitch, etc. are extracted, and each pitcher throws each pitcher's pitch for each pitcher's pitch (limited to each pitcher's pitch) limited to the specified pitching order data The ball thrown by each pitcher using the pitching probability corresponding to the designated pitching order by calculating the pitching probability for each ball from the first ball to the nth ball (ball speed for each ball) (throwing probability calculation means) The ball speed (ball speed prediction means) is predicted (ball speed prediction means) for each ball (one ball) from the first ball to the n-th ball thrown by the pitcher for each batter of the batter. The central processing unit of the management server 11 includes the pitch probability of each ball speed calculated by the pitch probability calculation means and the ball speed predicted by the ball speed prediction means, a team group identification identifier, a stadium identification identifier, a player identification identifier for identifying a pitcher, and a pitching order identifier ( Initial sphere identifier, second sphere identifier, third sphere identifier, etc.), period data for specifying a data period (when a data period is specified), each from the first sphere to the n sphere in a state associated with the battle video specific identifier Each sphere (one sphere) is divided and stored in the hard disk (throwing probability storage means, predicted ball speed storage means).

  When the strike ball count is specified in the prediction condition, the central processing unit of the management server 11 specifies the specified strike ball count (for example, the specified period when the data period is specified) from the past to the present (for example, , 0B-0S, 0B-1S, 1B-0S, etc.) are extracted, and each ball speed for each pitcher pitch (limited to each batter is limited to the specified strike ball count data) The pitch probability of each strike / ball count thrown by the pitcher to the bat is calculated (throw probability calculation means), and each pitcher throws using the pitch probability corresponding to the specified strike / ball count. The ball speed of the ball (ball speed of the ball thrown at each strike / ball count) is predicted (ball speed prediction means). The central processing unit of the management server 11 includes the pitching probability of each ball speed calculated by the pitching probability calculating means and the ball speed predicted by the ball speed predicting means, a team group specifying identifier, a stadium specifying identifier, a player specifying identifier for specifying a pitcher, a strike ball count Identifier, period data for specifying the data period (when a data period is specified), and stored in the hard disk classified for each strike ball count in a state associated with the battle video specific identifier (throwing probability storage means, predicted ball speed storage) means).

  When the out count is specified in the prediction condition, the central processing unit of the management server 11 specifies the specified out count (for example, 0O or 1O) from the past to the present (the specified period when the data period is specified). , 2O, etc.) data (actual results) is extracted, and each ball speed for each pitcher's number of pitches limited to the specified outcount data (for each outcount thrown by each pitcher for each batter at each batter The pitching probability of each ball from the first ball to the n-th ball is calculated (throwing probability calculation means), and the ball speed (outcount) of the balls thrown by each pitcher using the pitching probability corresponding to the designated outcount The ball speed to be thrown every time) is predicted (ball speed prediction means). The central processing unit of the management server 11 includes the pitching probability of each ball speed calculated by the pitching probability calculation means and the ball speed predicted by the ball speed prediction means, a team group identification identifier, a stadium identification identifier, a player identification identifier that identifies a pitcher, an outcount identifier, Period data for specifying a data period (when a data period is specified) is stored for each outcount in a state associated with the battle video identification identifier and stored in the hard disk (throwing probability storage means, predicted ball speed storage means).

  When the runner is specified in the prediction condition, the central processing unit of the management server 11 specifies the specified runner (for example, the 1st runner or 1) from the past to the present (if the data period is specified, the specified period). , 2 塁 runners, 2 塁 runners, etc. (In some cases, the names of players designated as runners may be included.) Data (results) corresponding to the pitcher pitches limited to the designated runner data is extracted. Calculates the pitching probability of each ball speed against the number (ball speed for each ball from the first ball to the nth ball for each runner's encounter situation thrown by each pitcher for each batter at each batter) (throwing probability calculation means) The speed of the ball thrown by each pitcher using the pitching probability corresponding to the runner (the ball speed of each ball from the first ball to n balls thrown for each runner's encounter status) To predict (ball speed prediction means). The central processing unit of the management server 11 includes the pitch probability of each ball speed calculated by the pitch probability calculation means and the ball speed predicted by the ball speed prediction means, a team group identification identifier, a ball field identification identifier, a player identification identifier for identifying a pitcher, a runner identifier, data Period data for specifying a period (when a data period is specified) and a runner's output status in a state associated with the battle video identification identifier are stored in the hard disk (throwing probability storage means, predicted ball speed storage means).

  When the batting order is designated in the prediction condition, the central processing unit of the management server 11 designates the batting order designated (for example, the first batter or 2) from the past to the present (if the data period is designated, the designated period). Data (actual results) corresponding to the hitter, No.3 hitter, etc.) was extracted, and each pitcher throws each pitcher's pitch for each pitcher's pitch limited to the specified batting order data The pitching probability of each ball from the first ball to the n-th ball in each batter order is calculated (throwing probability calculation means), and the ball speed that each pitcher throws using the pitching probability corresponding to the specified hitting order (Ball speed of each ball from the first ball to n balls to be thrown in each hitting order) is predicted (ball speed prediction means). The central processing unit of the management server 11 includes the pitching probability of each ball speed calculated by the pitching probability calculation means and the ball speed predicted by the ball speed prediction means, a team group identification identifier, a stadium identification identifier, a player identification identifier for identifying a pitcher, a batting order identifier, data Period data for specifying the period (when a data period is specified), and the data are classified into the hitting order in association with the battle video specific identifier and stored in the hard disk (throwing probability storage means, predicted ball speed storage means).

  When the inning is specified in the prediction condition, the central processing unit of the management server 11 specifies the specified inning (for example, once or twice) from the past to the present (the specified period when the data period is specified). Data (actual results) corresponding to the specified inning data, and each ball speed corresponding to the number of pitches of each pitcher (for each inning thrown by each pitcher for each batter of each batter) The pitching probability of each ball from the first ball to the nth ball is calculated (throwing probability calculation means), and the pitching speed of the ball thrown by each pitcher (throwing at each inning) using the pitching probability corresponding to the specified inning The ball speed of each ball from the first ball to the n ball is predicted (ball speed prediction means). The central processing unit of the management server 11 includes the pitching probability of each ball speed calculated by the pitching probability calculation means and the ball speed predicted by the ball speed prediction means, a team group identification identifier, a stadium identification identifier, a player identification identifier that identifies a pitcher, an inning identifier, data Period data for specifying a period (when a data period is specified), and individuated for each inning in a state associated with the battle video specific identifier, and stored in the hard disk (throwing probability storage means, predicted ball speed storage means).

  When a plurality of conditions (combined conditions) are specified in the prediction condition, the central processing unit of the management server 11 sets the specified conditions from the past to the present (specified period when a data period is specified). Corresponding data (actual results) is extracted, and each ball speed corresponding to the number of pitches of each pitcher limited to data of those specified conditions (n from the first ball corresponding to those conditions thrown by each pitcher for each batter of each batter The pitching probability of each ball up to the ball is calculated (throwing probability calculation means), and the pitching probability corresponding to the specified conditions is used for each ball from the first ball to the nth ball thrown by each pitcher. Predict the ball speed (ball speed prediction means). The central processing unit of the management server 11 includes the pitch probability of each ball speed calculated by the pitch probability calculation means and the ball speed predicted by the ball speed prediction means, a team group identification identifier, a stadium identification identifier, a player identification identifier for identifying a pitcher, and an identifier for these conditions The period data for specifying the data period (when the data period is designated) is stored in the hard disk in a state associated with the battle video identification identifier (throwing probability storage means, predicted ball speed storage means).

  After the ball speed is predicted by the ball speed predicting means, a ball speed prediction data display screen shown in FIG. 20 is displayed on the display 16 (predicted ball speed display means). The ball speed prediction data display screen of FIG. 20 includes a pitcher name / team name display area 20a displaying a pitcher name and a team name, a prediction condition display area 20b displaying a display condition of prediction data, and results indicating various results of the pitcher. A display area 20c, a predicted ball speed display area 20d, a predicted ball speed ratio display area 20e, a print button 20f, a pitching form button 20g, a ball trajectory button 20h, a return button 20i, a menu screen button 20j, and a close button 20k are displayed. Various conditions input in the prediction data search screen (2) of FIG. 5 are displayed in the prediction condition display area 20b. In the grade display area 20c, various grades of the pitcher displayed in the pitcher name display area 20a are displayed.

  In the predicted ball speed display area 20d, predicted ball speeds (121 to 125 (km), 126 to 130 (km), 131 to 140 (km), 141 to 141 predicted to be thrown by the pitcher displayed in the pitcher name display area 20a. 145 (km), 146-150 (km), 150 (km)-) are displayed, and the pitching probability of the predicted ball speed is displayed. In the predicted ball speed ratio display area 20e, the ratio (ratio) of each predicted ball speed to the total predicted ball speed of the pitcher displayed in the pitcher name display area 20a is displayed as a pie chart. The predicted ball speed ratio can also be indicated by a bar graph or a line graph.

  When the data period is specified in the prediction condition, the predicted ball speed and the predicted ball speed ratio obtained from the pitch probability in the specified data period are displayed. When the batter is specified in the prediction condition, from the pitch probability in the specified batter The calculated predicted ball speed and predicted ball speed ratio are displayed. When the pitching order is specified in the prediction condition, the predicted ball speed and the predicted ball speed ratio obtained from the pitching probability in the specified pitching order are displayed. When the strike / ball count is specified in the prediction condition, the specified strike A predicted ball speed and a predicted ball speed ratio obtained from the pitching probability in the ball count are displayed.

  When the outcount is specified in the prediction condition, the predicted ball speed and the predicted ball speed ratio obtained from the pitching probability in the specified outcount are displayed, and when the runner is specified in the prediction condition, The calculated predicted ball speed and predicted ball speed ratio are displayed. When the hitting order is specified in the prediction condition, the predicted ball speed and the predicted ball speed ratio obtained from the pitching probability in the specified hitting order are displayed. The predicted ball speed and the predicted ball speed ratio are displayed. When a plurality of the prediction conditions are designated, the predicted ball speed and the predicted ball speed ratio obtained from the pitching probability under the combined conditions are displayed.

  The pitching analysis system 10 can determine the pitching probability of each ball speed with high accuracy from the pitches and ball speeds of each pitcher accumulated from the past to the present, and each pitcher uses the pitching probability with high accuracy. The ball speed of the ball thrown on the batter can be predicted quickly and accurately. The pitching analysis system 10 displays the predicted ball speed predicted using a high pitching probability, so that each batter can know the accurate predicted ball speed that each pitcher throws in the game in real time and in a timely manner. A batter can gain an advantage in the fight against the pitcher. The pitching analysis system 10 can ensure the superiority of each batter's batting over each pitcher by knowing the predicted ball speed by each batter. It can be held and the game can be advantageously advanced against the opponent team.

  On the prediction data display screen of FIG. 20, the ball speed displayed in the predicted ball speed display area 20d is reversed to specify the ball speed, or the ball speed displayed in the pie chart of the predicted ball speed ratio display area 20e is reversed to change the ball speed. When the pitching form button 20i is clicked after the designation, the pitching form video display screen shown in FIG.

  In the pitching form video display screen of FIG. 21, a pitcher name display area 21a displaying a pitcher name, a prediction condition display area 21b displaying a prediction condition, a slow motion button 21c, a super slow motion button 21d, a speed playback button 21e, and the reverse Play button 21f, repeat play button 21g, capture button 21h, pitching form video data display areas 21i and 21j, predicted data display area 21k, previous screen button 21l, next screen button 21m, predicted data search button 21n, return button 21o, menu A screen button 21p and a close button 21q are displayed.

  In the pitching form video data display areas 21i and 21j, a moving picture of pitching form video data corresponding to the predicted ball speed of the pitcher displayed in the pitcher name display area 21a is displayed. In the predicted data display area 21k, the predicted ball speed and the pitching probability of the predicted ball speed are displayed. The pitching analysis system 10 can grasp the pitching form of the pitcher with respect to the predicted ball speed by looking at the pitching form video data corresponding to the predicted ball speed, and the subtle differences or changes in the pitching form due to the difference in the predicted ball speed. You can find candy, etc.

  On the prediction data display screen of FIG. 20, the ball speed displayed in the predicted ball speed display area 20d is reversed to specify the ball speed, or the ball speed displayed in the pie chart of the predicted ball speed ratio display area 20e is reversed to change the ball speed. When the ball trajectory button 20h is clicked after the designation, the ball trajectory video display screen shown in FIG.

  The ball trajectory image display screen of FIG. 22 includes a pitcher name display area 22a displaying a pitcher name, a prediction condition display area 22b displaying a prediction condition, a slow motion button 22c, a super slow motion button 22d, a speed playback button 22e, and the reverse. Play button 22f, repeat play button 22g, capture button 22h, ball trajectory video data display areas 22i-22k, prediction data display area 22l, previous screen button 22m, next screen button 22n, prediction data search button 22o, pitching form button 22p A return button 22q, a menu screen button 22r, and a close button 22s are displayed.

  In the ball trajectory video data display areas 22i to 22k, a moving image of the ball trajectory video data corresponding to the predicted ball speed of the pitcher displayed in the pitcher name display area 22a is displayed. In the predicted data display area 22l, the predicted ball speed and the pitching probability of the predicted ball speed are displayed. The pitching analysis system 10 can grasp the pitcher's ball trajectory with respect to the predicted ball speed by looking at the ball trajectory video data corresponding to the predicted ball speed, and find the characteristics and differences of the ball trajectory due to the difference in the predicted ball speed. be able to.

  FIG. 23 is a diagram illustrating an example of a prediction data display screen of a ball type / course / ball speed, and FIG. 24 is a diagram illustrating an example of a pitching form video display screen corresponding to the predicted ball type / course / ball speed. . FIG. 25 is a diagram illustrating an example of a ball trajectory video display screen corresponding to the predicted ball type / course / ball speed. In FIG. 23 to FIG. 25, description of items (data) input in each input area and items (data) displayed in each display area is omitted.

  In order to display the ball type / course / ball speed prediction of the pitching analysis system 10, the pitcher name input area 4a, batter name input area 4b, and data period input area 4c in the prediction data search screen (1) of FIG. After entering the pitcher name at least in the pitcher name input area 4a, the search button 4d is clicked. Alternatively, after an item is input to at least one of the input areas 5d to 5i on the prediction data search screen (2) in FIG. 5, the search button 5j is clicked. When the search buttons 4d and 5j are clicked, the prediction data search screen of FIG. In the menu screen of FIG. 2, a predicted ball type data display selection tab 2a, a predicted course data display selection tab 2c, and a predicted ball speed data display selection tab 2c are selected, and a ball type selection tab 13b, a course selection tab 13c, and a ball speed selection tab 13d are displayed. Inverted. After confirming each item displayed in the display areas 13e to 13l, the display confirmation button 13m is clicked. In addition, when a stadium input area is displayed in the prediction data search screen (1) of FIG. 4, each stadium name input into the stadium input area can be used as a condition.

  When the display confirmation button 13m is clicked in a state where the ball speed selection tab 13b is inverted, the central processing unit of the management server 11 calculates a pitching probability composed of three elements of a ball type, a course, and a ball speed with respect to the number of pitches of each pitcher ( The pitch type, course, and ball speed of each pitcher are predicted using the pitch probability calculated by the pitch probability calculation means (ball type / course / ball speed prediction means). The pitching probability calculating means calculates the pitching probability (%) by the number of balls thrown by the pitcher thrown by the pitcher, the course, and the ball speed / the total number of balls thrown by the pitcher × 100. The ball speed prediction means uses the ball type, course, and ball speed with the highest pitching probability among the pitch type, course, and ball speed to be thrown, and the ball with the second highest pitching probability is the ball type, course, and ball speed that is predicted first. The ball type, the course, and the ball speed are ranked in descending order of the pitching probability so that the seed, the course, and the ball speed are the second predicted ball type, the course, and the ball speed. The central processing unit of the management server 11 specifies the pitch type, course, and ball speed predicted by the pitch type / course / ball speed prediction means and the pitch type / course / ball speed prediction means calculated by the pitch probability calculation means. An identifier, a stadium specific identifier, a player specific identifier for specifying a pitcher, and a game video specific identifier are stored in the hard disk (throwing probability storage means, predicted ball type / course / ball speed storage means).

  When the data period is specified in the prediction condition, the central processing unit of the management server 11 extracts data (actual results) in the specified period from the past to the present, and the ball type for the number of pitches of each pitcher in that period The pitch probability composed of the three elements of the course and the ball speed is calculated (throwing probability calculating means), and the pitch type, the course and the ball speed of each pitcher are predicted using the pitching probability in the designated data period ( Ball type / course / ball speed prediction means). The number of pitchers thrown according to the adoption period of data accumulated from the past to the present (total pitch data thrown by the pitcher, pitch type pitched by the pitcher, course, ball pitch data of the ball speed) Since the number of three elements of the ball type, course, and ball speed are different, the ball type, course, pitch probability of the ball speed calculated by the pitch probability calculation means and the ball speed predicted by the ball type / course / ball speed prediction means are the data. Varies depending on the period of adoption. The central processing unit of the management server 11 specifies the pitch type, course, and ball speed predicted by the pitch type / course / ball speed prediction means and the pitch type / course / ball speed prediction means calculated by the pitch probability calculation means. An identifier, a stadium specific identifier, a player specific identifier for specifying a pitcher, a period data for specifying a data period, and stored in a hard disk in a state associated with a battle video specific identifier (throwing probability storage means, predicted ball type / course / ball speed storage means) ).

  When the batter is specified in the prediction condition, the central processing unit of the management server 11 stores the data (actual result) corresponding to the specified batter from the past to the present (the specified period when the data period is specified). Extract and calculate the pitch probability consisting of the three elements of pitch type, course, and ball speed for each pitcher pitch limited to the specified batter data (each pitcher and each batter data) (throwing probability calculation) Means) predicting the ball type, course, and ball speed of the ball thrown by each pitcher using the pitching probability corresponding to the designated batter (ball speed prediction means). The central processing unit of the management server 11 specifies the pitch type, course, and ball speed predicted by the pitch type / course / ball speed prediction means and the pitch type / course / ball speed prediction means calculated by the pitch probability calculation means. An identifier, a stadium specific identifier, a player specific identifier for specifying a pitcher and a batter, a period data for specifying a data period (when a data period is specified), and stored in a hard disk in a state associated with a battle video specific identifier (throwing probability storage) Means, predicted ball type / course / ball speed storing means).

  When the pitching order is specified in the prediction condition, the central processing unit of the management server 11 specifies the specified pitching order (for example, the first pitch or 2) from the past to the present (the specified period when the data period is specified). The data (actual results) corresponding to the ball pitch, the 3rd pitch, etc.) are extracted, and the three types of ball pitches, courses, and ball speeds for each pitcher limited to the specified pitching order data (each of each batter) Calculate pitching probability (three pitch elements) for each ball (each ball) from the first ball to the n-th ball thrown by each pitcher to the bat at each pitch (throwing probability calculation means) and specify The pitch type, course, and speed of the ball thrown by each pitcher using the pitching probability corresponding to the pitched order (each ball from the first ball to the nth ball thrown by the pitcher for each batter of the batter (one ball) Ball types Course, ball speed) to predict the (sphere species courses, ball speed prediction means). The central processing unit of the management server 11 specifies the pitch type, course, and ball speed predicted by the pitch type / course / ball speed prediction means and the pitch type / course / ball speed prediction means calculated by the pitch probability calculation means. Identifier, baseball specific identifier, player specific identifier for specifying pitcher, pitching order identifier (first ball identifier, second ball identifier, third ball identifier, etc.), period data for specifying data period (when data period is specified) ), In a state associated with the battle video specific identifier, each sphere from the first ball to n spheres (one ball) is divided and stored in the hard disk (throwing probability storage means, predicted ball type / course / ball speed storage means).

  When the strike ball count is specified in the prediction condition, the central processing unit of the management server 11 specifies the specified strike ball count (for example, the specified period when the data period is specified) from the past to the present (for example, , 0B-0S, 0B-1S, 1B-0S, etc.) (results) are extracted, and the pitch type, course, and speed of each pitcher are limited to the specified strike ball count data. A pitching probability consisting of three elements (three elements of the ball type, the course, and the ball speed for each strike ball count thrown by each pitcher for each batter at each batter) is calculated (throwing probability calculating means) and specified. The pitch type, course, and ball speed of each pitcher throwing using the pitch probability corresponding to the strike ball count (for each strike ball count) Sphere species of Jill ball, course, ball speed) to predict the (sphere species courses, ball speed prediction means). The central processing unit of the management server 11 specifies the pitch type, course, and ball speed predicted by the pitch type / course / ball speed prediction means and the pitch type / course / ball speed prediction means calculated by the pitch probability calculation means. An identifier, a stadium specific identifier, a player specific identifier for specifying a pitcher, a strike ball count identifier, a period data for specifying a data period (when a data period is specified), and a strike ball count in a state associated with a battle video specific identifier Each of them is classified and stored in the hard disk (throwing probability storage means, predicted ball type / course / ball speed storage means).

  When the out count is specified in the prediction condition, the central processing unit of the management server 11 specifies the specified out count (for example, 0O or 1O) from the past to the present (the specified period when the data period is specified). , 2O, etc.) are extracted, and the three elements of pitch type, course, and ball speed for each pitcher's pitches limited to the specified outcount data (for each batter at each batter) Each pitcher throws a pitching probability that consists of three elements (ball type, course, and ball speed) for each ball from the first ball to the n-th ball for every outcount (throwing probability calculation means). Predict the ball type, course, and ball speed (ball type, course, ball speed to be thrown for each outcount) by each pitcher using the corresponding pitch probability (ball type / Over vinegar ball speed prediction means). The central processing unit of the management server 11 specifies the pitch type, course, and ball speed predicted by the pitch type / course / ball speed prediction means and the pitch type / course / ball speed prediction means calculated by the pitch probability calculation means. An identifier, a stadium specific identifier, a player specific identifier for specifying a pitcher, an outcount identifier, a period data for specifying a data period (when a data period is specified), and classified for each outcount in a state associated with a battle video specific identifier (Pitch probability storage means, predicted ball type / course / ball speed storage means).

  When the runner is specified in the prediction condition, the central processing unit of the management server 11 specifies the specified runner (for example, the 1st runner or 1) from the past to the present (if the data period is specified, the specified period). , 2 塁 runners, 2 塁 runners, etc. (In some cases, the names of players designated as runners may be included.) Data (results) corresponding to the pitcher pitches limited to the designated runner data is extracted. 3 types of ball type, course, and ball speed for number (3 types of ball type, course, and ball speed for each ball from the first ball to n balls for each batter's batted pitcher thrown by each pitcher (Throwing probability calculation means), and the pitch type, course, and speed of the ball thrown by each pitcher using the pitching probability corresponding to the specified runner Sphere species of the ball of each ball from the first pitch to cast for each on-base status of the runner up to the n-sphere, course, ball speed) to predict the (sphere species courses, ball speed prediction means). The central processing unit of the management server 11 specifies the pitch type, course, and ball speed predicted by the pitch type / course / ball speed prediction means and the pitch type / course / ball speed prediction means calculated by the pitch probability calculation means. Identified by identifier, stadium specific identifier, player specific identifier for specifying pitcher, runner identifier, period data for specifying data period (when data period is specified), and runner's output status in association with the battle video specific identifier And stored in the hard disk (throwing probability storage means, predicted ball type / course / ball speed storage means).

  When the batting order is designated in the prediction condition, the central processing unit of the management server 11 designates the batting order designated (for example, the first batter or 2) from the past to the present (if the data period is designated, the designated period). The data (actual results) corresponding to the hitter, the third hitter, etc.) are extracted, and the three types of ball type, course, and ball speed for each pitcher pitch limited to the specified batting order data (each batter at each batter) The pitching probability is calculated from the pitch of the batter thrown by each pitcher from the first ball to the n-th ball (three types of ball type, course, and ball speed) for each ball (throwing probability calculation means). The pitch type, course, and ball speed (the ball type, course, ball speed for each ball from the first ball to n balls to be thrown in each hitting order) are predicted using the pitching probability corresponding to the hitting order. (Ball type · Ball speed prediction means). The central processing unit of the management server 11 specifies the pitch type, course, and ball speed predicted by the pitch type / course / ball speed prediction means and the pitch type / course / ball speed prediction means calculated by the pitch probability calculation means. An identifier, a stadium specific identifier, a player specific identifier for specifying a pitcher, a stadium specific identifier, a batting order identifier, period data for specifying a data period (when a data period is specified), and for each batting order in a state associated with a battle video specific identifier Separated and stored in hard disk (throwing probability storage means, predicted ball type / course / ball speed storage means).

  When the inning is specified in the prediction condition, the central processing unit of the management server 11 specifies the specified inning (for example, once or twice) from the past to the present (the specified period when the data period is specified). Data (actual results) corresponding to the specified inning data, and the three types of pitch, pitch, and pitch for each pitcher's pitch (limited to each batter at each batter) A pitching probability consisting of three elements (ball type, course, and ball speed) for each ball from the first ball to the nth ball for each inning thrown by each pitcher (throwing probability calculation means) corresponds to the specified inning. Using pitch probability, predict the ball type, course, and ball speed (ball type, course, ball speed for each ball from the first ball to n balls thrown at each inning) Vinegar ball speed prediction means). The central processing unit of the management server 11 specifies the pitch type, course, and ball speed predicted by the pitch type / course / ball speed prediction means and the pitch type / course / ball speed prediction means calculated by the pitch probability calculation means. An identifier, a stadium specific identifier, a player specific identifier for specifying a pitcher, a stadium specific identifier, an inning identifier, period data for specifying a data period (when a data period is specified), and a state associated with a battle video specific identifier Separated and stored in hard disk (throwing probability storage means, predicted ball type / course / ball speed storage means).

  When a plurality of conditions (combined conditions) are specified in the prediction condition, the central processing unit of the management server 11 sets the specified conditions from the past to the present (specified period when a data period is specified). Corresponding data (actual results) is extracted, and three elements of pitch type, course, and ball speed for each pitcher's number of pitches limited to data of those specified conditions (each pitcher throws for each batter of each batter The pitch probability consisting of three elements (ball type, course, and ball speed) from the first ball to the n-th ball corresponding to these conditions is calculated (throwing probability calculating means), and the pitching probability corresponding to the specified conditions Is used to predict the ball type, course, and ball speed of each ball from the first ball to the n-th ball thrown by each pitcher (ball type / course / ball speed prediction means). The central processing unit of the management server 11 specifies the pitch type, course, and ball speed predicted by the pitch type / course / ball speed prediction means and the pitch type / course / ball speed prediction means calculated by the pitch probability calculation means. The identifier, the stadium specific identifier, the player specific identifier for specifying the pitcher, the identifier for those conditions, the period data for specifying the data period (when the data period is specified), and stored in the hard disk in a state associated with the battle video specific identifier ( (Throwing probability storage means, predicted ball type / course / ball speed storage means).

  After the ball speed is predicted by the ball speed prediction means, the ball type / course / ball speed prediction data display screen shown in FIG. 23 is displayed on the display 16 (predicted ball type / course / ball speed display means). In the predicted ball speed data display screen of FIG. 23, a pitcher name / team name display area 23a displaying a pitcher name and a team name, a prediction condition display area 23b displaying a display condition of predicted data, a predicted ball type / course / ball speed display. An area 23c, a predicted ball type / course / ball speed ratio display area 23d, a print button 23e, a pitching form button 23f, a ball trajectory button 23g, a return button 23h, a menu screen button 23i, and a close button 23j are displayed. In the prediction condition display area 23b, various conditions input on the prediction data search screen (2) in FIG. 5 are displayed.

  The predicted ball type / course / ball speed display area 23c displays the predicted ball type / course / ball speed predicted to be thrown by the pitcher displayed in the pitcher name display area 23a, and the pitch probability of the predicted ball type / course / ball speed. Is displayed. In the predicted ball type / course / ball speed ratio display area 23d, a ratio (ratio) of each predicted ball type / course / ball speed to all the predicted ball types / courses / ball speeds of the pitcher displayed in the pitcher name display area 23a is a pie chart. Is displayed. The ratio of the predicted ball type, course, and ball speed can also be indicated by a bar graph, a line graph, or the like.

  When the data period is specified in the prediction condition, the predicted ball type, course, ball speed and predicted ball type / course / ball speed ratio obtained from the pitching probability in the specified data period are displayed, and batter is specified in the prediction condition In this case, the predicted ball type, course, ball speed, and predicted ball type / course / ball speed ratio obtained from the pitching probability of the designated batter are displayed. When the pitching order is specified in the prediction condition, the predicted ball type, course, ball speed and predicted ball type / course / ball speed ratio obtained from the pitching probability in the specified pitching order are displayed, and the strike / ball count is displayed in the prediction condition. When designated, the predicted ball type, course, ball speed and predicted ball type / course / ball speed ratio obtained from the pitching probability in the specified strike / ball count are displayed.

  When the outcount is specified in the prediction condition, the predicted ball type, course, ball speed and predicted ball type / course / ball speed ratio obtained from the pitching probability in the specified out count are displayed, and the runner is specified in the prediction condition In this case, the predicted ball type, the course, the ball speed, and the predicted ball type / course / ball speed ratio obtained from the pitching probability of the designated runner are displayed. When the batting order is specified in the prediction condition, the predicted ball type, course, ball speed and predicted ball type / course / ball speed ratio obtained from the pitching probability in the specified batting order are displayed, and when the inning is specified in the prediction condition, The predicted ball type, course, ball speed and predicted ball type / course / ball speed ratio obtained from the pitching probability at the specified inning are displayed. When a plurality of these prediction conditions are designated, a predicted ball type, a course, a ball speed, and a predicted ball type / course / ball speed ratio obtained from the pitching probabilities under the combined conditions are displayed.

  The pitching analysis system 10 can obtain the pitching probability and pitching probability of each pitcher accumulated from the past to the present, and the pitching probability of the three elements of the pitch type, the course, and the ball speed with high accuracy. It is possible to quickly and accurately predict the ball type, the course, and the ball speed of each ball pitched by each pitcher using each pitcher with high accuracy. The pitching analysis system 10 displays the predicted ball type, course, and ball speed predicted using a high-precision pitching probability, so that each batter has real-time accurate predicted ball type, course, and ball speed that each pitcher throws in the game. In addition, it is possible to know in a timely manner, and each batter can stand out in the fight against the pitcher. The pitching analysis system 10 can ensure the superiority of each batter's batting over each pitcher by knowing the predicted ball type, course, and ball speed by each batter. You can take the initiative in the game and advance the game in an advantageous manner against the opponent team.

  In the predicted data display screen of FIG. 23, the ball type / course / ball speed displayed in the predicted ball type / course / ball speed display area 23 is reversed to specify the ball type / course / ball speed, or the predicted ball type / course When the pitch type / course / ball speed displayed on the pie chart in the ball speed ratio display area 23 is reversed and the ball type / course / ball speed is designated and the pitching form button 23 is clicked, the pitching form video display shown in FIG. 24 is displayed. A screen is displayed on the display 16.

  The pitching form video display screen of FIG. 24 includes a pitcher name display area 24a displaying a pitcher name, a prediction condition display area 24b displaying a prediction condition, a slow motion button 24c, a super slow motion button 24d, a speed playback button 24e, and the reverse. Play button 24f, repeat play button 24g, capture button 24h, pitching form video data display areas 24i, 24j, predicted data display area 24k, predicted course display area 24l, previous screen button 24m, next screen button 24n, predicted data search button 24o , A return button 24p, a menu screen button 24q, and a close button 24r are displayed.

  In the pitching form video data display areas 24i and 24j, a moving image of pitching form video data corresponding to the pitch type / course / ball speed predicted by the pitcher displayed in the pitcher name display area 24a is displayed. In the predicted data display area 24k, a predicted ball type, a predicted course, a predicted ball speed, and a pitching probability are displayed. In the predicted course display area 24l, squares indicating each course are displayed, and the position (course) of the ball to be thrown is displayed in the squares. The pitching analysis system 10 can grasp the pitching form of the pitcher with respect to the predicted ball type, the course, and the ball speed by looking at the pitching form video data corresponding to the predicted ball type, the course, and the ball speed. You can find subtle differences and changes in pitching form due to differences in course and ball speed, and wrinkles.

  In the predicted data display screen of FIG. 23, the ball type / course / ball speed displayed in the predicted ball type / course / ball speed display area 23 is reversed to specify the ball type / course / ball speed, or the predicted ball type / course When the ball type / course / ball speed displayed on the pie chart in the ball speed ratio display area 23 is reversed and the ball type / course / ball speed is designated and the ball orbit button 23 is clicked, the ball orbit image display shown in FIG. 25 is displayed. A screen is displayed on the display 16.

  In the ball trajectory image display screen of FIG. 25, a pitcher name display area 25a displaying a pitcher name, a prediction condition display area 25b displaying a prediction condition, a slow motion button 25c, a super slow motion button 25d, a speed playback button 25e, and the reverse Play button 25f, repeat play button 25g, capture button 25h, ball trajectory video data display areas 25i to 25k, prediction data display area 25l, prediction course display area 25m, previous screen button 25n, next screen button 25o, prediction data search button 25p , A pitching form button 25q, a return button 25r, a menu screen button 25s, and a close button 25t are displayed.

  In the ball trajectory video data display areas 25i to 25k, a moving image of the ball trajectory video data corresponding to the predicted ball type / course / ball speed of the pitcher displayed in the pitcher name display area 25a is displayed. In the predicted data display area 25l, a predicted ball type, a predicted course, a predicted ball speed, and a pitching probability are displayed. In the predicted course display area 25m, squares indicating each course are displayed, and the position (course) of the ball to be thrown is displayed in the squares. The pitching analysis system 10 can grasp the ball trajectory of the pitcher with respect to the predicted ball type, the course, and the ball speed by looking at the ball trajectory video data corresponding to the predicted ball type, the course, and the ball speed. You can find the characteristics and differences of the ball trajectory due to differences in course and ball speed.

  The pitching analysis system 10 calculates a pitching probability composed of two elements of a pitch type and a course with respect to the number of pitches of each pitcher (throwing probability calculating means), and uses each pitcher probability calculated by the pitching probability calculating means. Can predict the ball type and course of the ball thrown (ball type / course prediction means). In addition, a pitch probability consisting of two elements, a pitch type and a ball speed, with respect to the number of pitches of each pitcher is calculated (throwing probability calculating means), and the pitch of the ball thrown by each pitcher using the pitching probability calculated by the pitching probability calculating means Species and ball speed can be predicted (ball type / ball speed prediction means). Further, a course for each pitcher's number of pitches, a pitching probability consisting of two elements of the ball speed (throwing probability calculating means), and a ball course thrown by each pitcher using the pitching probability calculated by the pitching probability calculating means, Ball speed can be predicted (course / ball speed prediction means).

The pitching analysis system 10 for calculating the pitching probability or the pitching probability consisting of the two elements of the ball type and the course, the pitching rate consisting of the two elements of the ball type and the ball speed, or the pitching probability consisting of the two elements of the course and the ball speed is the past. Accumulated pitches of each pitcher, pitch type, course, ball speed to ball type, two elements of the course or ball type, two elements of the ball speed or course, two pitch elements of the ball speed with high accuracy The pitch type, the course or the ball type, the ball speed or the course, and the ball speed of each ball thrown by each pitcher can be predicted quickly and accurately using the pitching probability with high accuracy. The pitching analysis system 10 displays a predicted ball type, a course or a predicted ball type, a ball speed or a predicted course, and a ball speed that are predicted using a high pitching probability, so that each pitcher throws an accurate predicted ball type in a game. Each batter can know the course or the predicted ball type, the ball speed or the predicted course, and the ball speed in real time and in a timely manner, and each batter can take an advantage in the battle with the pitcher. The pitching analysis system 10 knows the predicted ball type, the course or the predicted ball type, the ball speed or the predicted course, and the ball speed so that each batter can ensure the superiority of the batter's batting over each pitcher. It is possible to take the initiative of the game by acquiring points or acquiring a large number of points, and the game can be advantageously advanced against the opponent team.

DESCRIPTION OF SYMBOLS 10 Ball distribution analysis system 11 Management server 12 Information terminal 12A Notebook computer 12B Tablet 12C Smartphone 13A-13D High speed camera 14 Internet 15 Baseball field 16 Display 17 Display

Claims (21)

In a pitching analysis system that uses a computer resource to analyze the pitching of a baseball pitcher,
The pitching analysis system divides the pitcher-batter match images shot from different 1st to n-th directions in the baseball game into the pitcher-batter match images for each pitcher. Video data editing means for editing the first to nth video data representing the pitching form for each ball from pitching preparation to the end of pitching and the ball trajectory for each ball thrown by the pitcher, and editing by the video data editing means The ball type storage that acquires the ball type of the ball thrown by each pitcher on each batter in the match between the pitcher and the batter in the baseball game, and stores the acquired ball type separately for each pitcher Means, pitching probability calculating means for calculating the pitching probability of each ball type for each pitcher with respect to the number of pitches of each pitcher, A ball type predicting unit that predicts the ball type of the ball thrown by each pitcher with respect to each batter from the pitch probability calculated by the ball probability calculating unit, and a predicted ball type of the ball thrown by each pitcher predicted by the ball type predicting unit Video data including at least one of a predicted ball type display unit for each pitcher, a pitching form of the pitcher corresponding to the predicted ball type predicted by the ball type prediction unit, and a ball trajectory of the ball thrown by the pitcher. A pitching analysis system comprising: video data display means for displaying .   The ball type storage means classifies and stores the ball type for each batter, the pitch probability calculation means calculates the pitch probability for each batter, and the ball type prediction means calculates the pitch probability. Predicting a ball type of a ball thrown by a specific pitcher with respect to a specific batter from the pitching probability calculated by the means, and the predicted ball type display means is specific to the specific batter predicted by the ball type prediction means. The pitching analysis system according to claim 1, wherein a predicted ball type of a ball thrown by the pitcher is displayed.   The ball type storage means stores the ball types from the first ball to the n-th ball thrown by each pitcher for each batter of each batter separately for each ball, and the pitch probability calculation means stores each batter probability The pitch probability of each ball type from the first ball thrown by each pitcher to each of the bats is calculated from the first ball thrown by the pitcher to each batter of the batter. Predicts the ball type for each ball up to the ball, and the predicted ball type display means displays the predicted ball type for each ball from the first ball to the n-th ball thrown by the pitcher for each batter of the batter The pitching analysis system according to claim 1 or 2.   The ball type storage means stores the ball type of each ball from the first ball to the n-th ball thrown by each pitcher for each batter at each batter for each strike ball count, and stores the pitch probability The calculating means calculates the pitching probability of the ball type for each strike ball count thrown by each pitcher for each batter of each batter, and the ball type predicting means calculates the ball thrown by the pitcher for each strike ball count. The pitching analysis system according to any one of claims 1 to 3, wherein a predicted ball type is predicted, and the predicted ball type display means displays a predicted ball type of a ball thrown by the pitcher for each strike ball count.   The ball type storage means stores the ball type of each ball from the first ball to the n-th ball thrown by each pitcher for each batter of each batter separately for each outcount, and stores the pitch probability calculation means However, the pitch probability of each ball from the first ball to the n-th ball for each outcount that each pitcher cast for each batter at each batter calculates the pitch probability of each ball, and the pitch predictor means that the pitcher The ball type of each ball from the first ball to the n-th ball thrown into the ball is predicted, and the predicted ball type display means predicts the ball of each ball from the first ball to the n-th ball thrown by the pitcher every out count. The pitching analysis system according to any one of claims 1 to 4, wherein the seed is displayed.   The ball type storage means stores the ball type of each ball from the first ball to the nth ball thrown by each pitcher for each batter at each batter for each runner's output situation, and stores the pitch The probability calculating means calculates the pitching probability of each ball type from the first ball to the n-th ball for each runner's outing situation thrown by each pitcher for each batter of each batter, and the ball type predicting means, The pitcher predicts the ball type of each ball from the first ball to n balls that the pitcher throws for each runner's output situation, and the predicted ball type display means from the first ball to n balls that the pitcher throws for each runner's output situation The pitching analysis system according to any one of claims 1 to 5, wherein a predicted ball type of each ball is displayed.   The ball type storage means stores the ball type of each ball from the initial ball to the nth ball thrown by each pitcher for each batter of each batter separately for each inning or batter hitting order, The pitching probability calculating means calculates a pitching probability of each ball type from the first ball to the n-th ball for each inning or each batter's batting order thrown by each pitcher for each batter of each batter, The predicting means predicts the ball type of each ball from the first ball to the n-th ball thrown by the pitcher for each inning or for each batter hitting order, and the predicted ball type display means for the pitcher for each inning or for each batter hitting order. The pitching analysis system according to any one of claims 1 to 6, wherein a predicted ball type of each ball from an initial ball to n balls to be thrown is displayed. In a pitching analysis system that uses a computer resource to analyze the pitching of a baseball pitcher,
The pitching analysis system divides the pitcher-batter match images shot from different 1st to n-th directions in the baseball game into the pitcher-batter match images for each pitcher. Video data editing means for editing the first to nth video data representing the pitching form for each ball from pitching preparation to the end of pitching and the ball trajectory for each ball thrown by the pitcher, and editing by the video data editing means courses storage means by each pitcher from the video data in the battle between the pitcher and batter in the baseball game has acquires the course of balls poured into each batter, and stores the classified the acquired course for each pitcher, Throwing probability calculating means for calculating for each pitcher the pitching probability for each course with respect to the number of pitches of each pitcher Course prediction means for predicting the course of the ball thrown by each pitcher with respect to each batter from the pitching probability for each course calculated by the pitching probability calculation means, and the prediction course of the ball thrown by each pitcher predicted by the course prediction means Video data including at least one of a predicted course display means for displaying each of the pitchers, a pitching form of the pitcher corresponding to the predicted course of the ball predicted by the course prediction means, and a ball trajectory of the ball thrown by the pitcher. A pitching analysis system comprising video data display means .   The course storing means stores the course separately for each batter, the pitching probability calculating means calculates the pitching probability for each batter, and the course predicting means is calculated by the pitching probability calculating means. A ball that a specific pitcher throws against a specific batter is predicted from the pitching probability of the determined course, and a ball that the specific pitcher throws against the specific batter predicted by the course prediction means by the predicted course display means The pitching analysis system according to claim 8, wherein the predicted course is displayed.   The course storage means stores the course of the ball from the first ball to the n-th ball thrown by each pitcher for each batter of each batter for each ball, and the pitching probability calculation means stores each ball probability for each batter. The pitching probability of the course for each ball from the first ball to the n-th ball thrown by each pitcher with respect to the bat is calculated, and the course prediction means calculates the course of the ball for each ball from the first ball to the n-th ball thrown by the pitcher. 10. The pitching analysis system according to claim 8 or 9, wherein the prediction course display means predicts, and the prediction course display means displays a predicted course of a ball for each sphere from an initial sphere to n spheres thrown by a pitcher.   The course storage means stores the ball course for each ball from the first ball to the n-th ball thrown by each pitcher for each batter at each batter for each strike ball count and stores the pitch probability calculation means However, the pitch probability of the ball course for each strike / ball count thrown by each pitcher for each batter of each batter is calculated, and the course predicting means calculates the course of the ball that the pitcher throws for each strike / ball count. 11. The pitching analysis system according to claim 8, wherein the predicted course display means displays a predicted course of a ball thrown by the pitcher for each strike / ball count.   The course storage means stores the course of the ball for each ball from the first ball to the n-th ball thrown by each pitcher for each batter at each batter for each outcount, and the pitch probability calculation means includes: The pitching probability of the ball course from the first ball to the nth ball for every outcount that each pitcher throws for each batter at each batter is calculated, and the course predicting means calculates the nth ball from the first ball that the pitcher throws for every outcount. 12. The ball distribution according to claim 8, wherein the predicted course display means displays the predicted course of the ball from the first ball to the n-th ball thrown by the pitcher every outcount. Analysis system.   The course storage means stores the ball course for each ball from the first ball to the n-th ball thrown by each pitcher for each batter of each batter for each runner's output situation, and stores the pitch probability calculation means However, the pitching probability of the ball course for each ball from the first ball to the n-th ball for each hitting situation of the runner thrown by each pitcher for each batter of each batter is calculated, and the course predicting means, A ball course from the first ball to n balls to be thrown for each output situation is predicted, and the predicted course display means displays a predicted course of balls from the first ball to n balls to be thrown by the pitcher for each runner's output situation. The pitching analysis system according to any one of claims 8 to 12.   The course storage means stores the ball course for each ball from the first ball to the nth ball thrown by each pitcher for each batter of each batter for each inning or batter order, and stores the pitch The probability calculating means calculates the pitch probability of the ball course for each ball from the first ball to the n-th ball for each inning or batter hitting order thrown by each pitcher for each batter of each batter, and said course prediction means However, the pitcher predicts the course of the ball for each ball from the first ball to the n-th ball every inning or every batter hitting order, and the predicted course display means starts from the first ball that the pitcher throws every inning or every batter hitting order. The pitching analysis system according to any one of claims 8 to 13, wherein a predicted course of balls for each sphere up to n spheres is displayed. In a pitching analysis system that uses a computer resource to analyze the pitching of a baseball pitcher,
The pitching analysis system divides the pitcher-batter match images shot from different 1st to n-th directions in the baseball game into the pitcher-batter match images for each pitcher. Video data editing means for editing the first to nth video data representing the pitching form for each ball from pitching preparation to the end of pitching and the ball trajectory for each ball thrown by the pitcher, and editing by the video data editing means A ball speed storage means for acquiring the ball speed of the ball thrown by each pitcher in each batter in the match between the pitcher and the batter in the baseball game from the recorded video data, and storing the acquired ball speed separately for each pitcher; Throwing probability calculating means for calculating for each pitcher the pitching probability of the ball at each ball speed with respect to the number of pitches of each pitcher , A ball speed prediction means for predicting the ball speed of the ball thrown by each pitcher with respect to each batter from the pitch probability calculated by the pitch probability calculation means, and the predicted ball speed of the ball thrown by each pitcher predicted by the ball speed prediction means for each pitcher A predicted ball speed display means for displaying each image; and a video data display means for displaying video data including at least one of the pitching form of the pitcher corresponding to the predicted ball speed predicted by the ball speed prediction means and the ball trajectory of the ball thrown by the pitcher; A pitching analysis system comprising:   The ball speed storage means classifies and stores the ball speed for each batter, the pitch probability calculation means calculates the pitch probability for each batter, and the ball speed prediction means calculates by the pitch probability calculation means. Predicting the ball speed of a ball thrown by a specific pitcher for a specific batter from the throwing probability, and predicting the ball thrown by a specific pitcher for the specific batter predicted by the ball speed prediction means by the predicted ball speed display means The pitching analysis system according to claim 15, wherein the pitching speed is displayed.   The ball speed storage means stores the ball speeds of the balls from the first ball to the n-th ball thrown by each pitcher for each batter at each batter for each ball, and the pitching probability calculation means stores each ball probability for each batter. The pitching probability of the ball speed for each ball from the first ball thrown by each pitcher to the batter at each ball is calculated, and the ball speed predicting means calculates each ball from the first ball to n balls thrown by the pitcher for each batter of the batter. The ball speed of each ball is predicted, and the predicted ball speed display means displays the predicted ball speed of each ball from the first ball to the n-th ball thrown by the pitcher for each batter of the batter. The pitching analysis system according to 16.   The ball speed storing means stores the ball speed of each ball from the initial ball to the n-th ball thrown by each pitcher for each batter of each batter for each strike ball count, and stores the pitch probability calculation means Calculates the ball throwing probability of the ball at each strike ball count for each batter at each batter, and the ball speed predicting means calculates the ball speed thrown by the pitcher for each strike ball count. 18. The pitching analysis system according to claim 15, wherein the predicted ball speed display means predicts and displays a predicted ball speed of a ball thrown by the pitcher for each strike ball count.   The ball speed storage means classifies and stores the ball speed of each ball from the initial ball to the n-th ball thrown by each pitcher for each batter at each batter for each outcount, and the pitch probability calculation means includes: The pitching probability of the ball at each ball speed from the first ball to the n-th ball for each outcount counted by each pitcher for each batter at each batter is calculated. The ball speed of each ball from the initial ball to n balls to be thrown is predicted, and the predicted ball speed display means displays the predicted ball speed of each ball from the first ball to the n th ball that the pitcher throws at every outcount. The pitching analysis system according to any one of claims 15 to 18.   The ball type storage means stores the ball speed of each ball from the first ball to the nth ball thrown by each pitcher for each batter at each batter for each runner's output situation, and stores the pitch probability The calculation means calculates the ball throwing probability of the ball speed for each ball from the first ball to the n-th ball for each hitting situation of the runner thrown by each pitcher for each batter of each batter, and the ball speed prediction means includes the pitcher Predicts the ball speed of each ball from the first ball to n balls for each runner's output situation, and the predicted ball speed display means for each ball from the first ball to n balls for each runner's output situation that the pitcher throws. 20. The pitching analysis system according to claim 15, wherein the predicted ball speed of the ball is displayed.   The ball speed storing means stores the ball speed of each ball from the initial ball to the nth ball thrown by each pitcher for each batter at each batter separately for each inning or batter hitting order, and stores the pitch The probability calculating means calculates a ball throwing probability of a ball speed for each ball from the first ball to the n-th ball for each inning or batter hitting order thrown by each pitcher for each batter at each batter, and said ball speed prediction means Predicts the ball speed of each ball from the first ball to the n-th ball every inning or batter hitting order thrown by the pitcher, and the predicted ball speed display means starts from the first ball every inning thrown by the pitcher or every batter hitting order. The pitching analysis system according to any one of claims 15 to 20, wherein the predicted ball speed of each ball up to n balls is displayed.

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