CN111806354A - Visual angle adjusting method, storage medium and system for automobile data recorder - Google Patents

Visual angle adjusting method, storage medium and system for automobile data recorder Download PDF

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Publication number
CN111806354A
CN111806354A CN202010507812.0A CN202010507812A CN111806354A CN 111806354 A CN111806354 A CN 111806354A CN 202010507812 A CN202010507812 A CN 202010507812A CN 111806354 A CN111806354 A CN 111806354A
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China
Prior art keywords
angle
picture
skyline
adjusting
data recorder
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Pending
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CN202010507812.0A
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Chinese (zh)
Inventor
夏星
吴更新
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Beijing Didi Infinity Technology and Development Co Ltd
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Beijing Didi Infinity Technology and Development Co Ltd
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Priority to CN202010507812.0A priority Critical patent/CN111806354A/en
Publication of CN111806354A publication Critical patent/CN111806354A/en
Pending legal-status Critical Current

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    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60RVEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR
    • B60R11/00Arrangements for holding or mounting articles, not otherwise provided for
    • B60R11/02Arrangements for holding or mounting articles, not otherwise provided for for radio sets, television sets, telephones, or the like; Arrangement of controls thereof
    • B60R11/0211Arrangements for holding or mounting articles, not otherwise provided for for radio sets, television sets, telephones, or the like; Arrangement of controls thereof for record carriers apparatus, e.g. video recorders, tape players or CD players
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60RVEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR
    • B60R11/00Arrangements for holding or mounting articles, not otherwise provided for
    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07CTIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C5/00Registering or indicating the working of vehicles
    • G07C5/08Registering or indicating performance data other than driving, working, idle, or waiting time, with or without registering driving, working, idle or waiting time
    • G07C5/0841Registering performance data
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/50Constructional details
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/60Control of cameras or camera modules
    • H04N23/695Control of camera direction for changing a field of view, e.g. pan, tilt or based on tracking of objects
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60RVEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR
    • B60R11/00Arrangements for holding or mounting articles, not otherwise provided for
    • B60R2011/0042Arrangements for holding or mounting articles, not otherwise provided for characterised by mounting means
    • B60R2011/008Adjustable or movable supports

Abstract

The embodiment of the invention provides a method, a storage medium and a system for adjusting the visual angle of a vehicle event data recorder, wherein the method for adjusting the visual angle of the vehicle event data recorder comprises the following steps: acquiring a picture shot by a vehicle event data recorder; extracting a skyline in the picture to obtain the position of the skyline in the picture; determining a pitching adjusting angle and/or a rolling adjusting angle of the automobile data recorder according to the position and the angle of the skyline in the picture; the pitch adjusting angle is used for controlling an actuator to adjust the pitch angle of the automobile data recorder; the rolling adjusting angle is used for controlling an actuator to adjust the rolling angle of the automobile data recorder. The automobile data recorder visual angle adjusting method is not affected by the automobile type, adaptability is wide, and the obtained automobile data recorder visual angle adjusting result is more accurate.

Description

Visual angle adjusting method, storage medium and system for automobile data recorder
Technical Field
The invention relates to the technical field of automobile accessories, in particular to a method, a storage medium and a system for adjusting a visual angle of a vehicle event data recorder.
Background
The automobile data recorder is a commonly used accessory in an automobile, can carry out video shooting on the surrounding environment during the driving process of the automobile, and the shooting result can be stored in a data card or directly uploaded to a server. The shooting result of the automobile data recorder can be used for assisting accident site responsibility identification and is used for ADAS (advanced driver assistance system), such as front vehicle collision early warning, lane line deviation early warning and the like, and a map dealer can also extract valuable road data, such as guideboards, obstacles and the like, from the shooting result of the automobile data recorder. And the visual field range that vehicle event data recorder's camera can detect has decided whether the result of shooing can satisfy the business demand under these scenes.
In the prior art, the adjustment process of the shooting angle of view of the automobile data recorder is as follows: calculating the angle of the lens to be adjusted according to the vehicle attitude obtained by the detection data of the vehicle sensor, or calculating the angle of the lens to be adjusted according to the attitude of the automobile data recorder detected by the sensor configured by the automobile data recorder; and adjusting the angle of the camera of the automobile data recorder according to the calculated lens adjusting angle. However, most of the automobile data recorders are installed later, the after-loading equipment is difficult to obtain the detection data of the vehicle sensor, that is, the detection data of the vehicle sensor is difficult to obtain, and the after-loading equipment is difficult to match the requirements of all vehicle types, which may cause the corresponding relationship between the detection result of the automobile data recorder sensor and the actual image viewing angle and view field to be inaccurate, so that the adjustment of the viewing angle of the automobile data recorder based on the detection result is also inaccurate.
Disclosure of Invention
The embodiment of the invention aims to provide a method, a storage medium and a system for adjusting the visual angle of a driving recorder, so as to solve the technical problems of high difficulty and low accuracy in adjusting the visual angle of the driving recorder in the prior art.
In order to solve the above technical problem, a part of embodiments of the present invention provide a method for adjusting a viewing angle of a driving recorder, including:
acquiring a picture shot by a vehicle event data recorder;
extracting a skyline in the picture to obtain the position of the skyline in the picture;
determining a pitching adjusting angle and/or a rolling adjusting angle of the automobile data recorder according to the position and the angle of the skyline in the picture;
the pitch adjusting angle is used for controlling an actuator to adjust the pitch angle of the automobile data recorder;
the rolling adjusting angle is used for controlling an actuator to adjust the rolling angle of the automobile data recorder.
Some embodiments of the present invention provide a storage medium, where program instructions are stored in the storage medium, and a computer reads the program instructions and executes the above-mentioned method for adjusting the viewing angle of the driving recorder.
Some embodiments of the present invention provide a system for adjusting a viewing angle of a driving recorder, including at least one processor and at least one memory, where at least one of the memories stores program instructions, and after the at least one processor reads the program instructions, the at least one processor executes the method for adjusting a viewing angle of a driving recorder
Compared with the prior art, the technical scheme provided by the embodiment of the invention at least has the following beneficial effects:
according to the visual angle adjusting method, the storage medium and the system of the automobile data recorder, the visual angle adjusting method of the automobile data recorder directly determines the pitching adjusting angle and/or the rolling adjusting angle of the automobile data recorder according to the position of the skyline in the picture shot by the automobile data recorder so as to adjust the pitching angle or the rolling angle of the automobile data recorder. In order to effectively identify a vehicle, a guideboard, a fence, a lane line, an obstacle, and the like, which are located right in front of the vehicle, the inventor found in the process of implementing the present invention that the position of the skyline in the picture taken by the driving recorder needs to meet a certain condition, for example, the position of the skyline needs to be at the middle position of the picture, regardless of the vehicle type. Therefore, the scheme provided by the embodiment of the invention directly takes the picture shot by the automobile data recorder as an analysis basis, and determines the pitching adjusting angle and/or the rolling adjusting angle of the automobile data recorder according to the position of the skyline in the picture, so that the influence of the automobile type is avoided, and the obtained automobile data recorder visual angle adjusting result is more accurate. And the adjustment process only needs the picture shot by the automobile data recorder, and the data on the vehicle bus does not need to be acquired, namely the attitude angle of the vehicle does not need to be calculated, so that the data processing process is simpler.
Drawings
Fig. 1 is a flowchart of a method for adjusting a viewing angle of a driving recorder according to an embodiment of the invention;
FIG. 2 is a schematic diagram of an attitude angle of the automobile data recorder according to an embodiment of the invention;
fig. 3 is a flowchart of a method for determining a pitch adjustment angle of a vehicle event data recorder according to an embodiment of the present invention;
FIG. 4 is a schematic diagram of a picture taken by the automobile data recorder according to an embodiment of the invention;
FIG. 5 is a flowchart of a method for determining a roll adjustment angle of a tachograph according to an embodiment of the present invention;
fig. 6 is a flowchart of a method for determining a roll adjustment angle of a vehicle event data recorder according to another embodiment of the present invention;
fig. 7 is a schematic diagram of a hardware connection relationship of a visual angle adjusting system of a driving recorder according to an embodiment of the invention;
fig. 8 is a schematic diagram of a hardware connection relationship of a visual angle adjusting system of a driving recorder according to another embodiment of the invention.
Detailed Description
The embodiments of the present invention will be further described with reference to the accompanying drawings. In the description of the present invention, it should be noted that the terms "center", "upper", "lower", "left", "right", "vertical", "horizontal", "inner", "outer", etc., indicate orientations or positional relationships based on the orientations or positional relationships shown in the drawings, and are only for convenience of description of the present invention, and do not indicate or imply that the device or assembly referred to must have a specific orientation, be constructed and operated in a specific orientation, and thus, should not be construed as limiting the present invention. Furthermore, the terms "first," "second," and "third" are used for descriptive purposes only and are not to be construed as indicating or implying relative importance. Wherein the terms "first position" and "second position" are two different positions.
In the description of the present invention, it should be noted that, unless otherwise explicitly specified or limited, the terms "mounted," "connected," and "connected" are to be construed broadly, e.g., as meaning either a fixed connection, a removable connection, or an integral connection; can be mechanically or electrically connected; the two components can be directly connected or indirectly connected through an intermediate medium, and the two components can be communicated with each other. The specific meanings of the above terms in the present invention can be understood in specific cases to those skilled in the art.
The skyline presented in the following examples refers to: in a picture including both sky and road surface, the boundary between sky and road surface is used as the position of skyline in the picture.
A part of embodiments of the present invention provide a method for adjusting a viewing angle of a driving recorder, which can be applied to a control module of the driving recorder, as shown in fig. 1, and includes the following steps:
s101: acquiring a picture shot by a vehicle event data recorder; the driving recorder photographs the environment of the vehicle during the driving process of the vehicle, wherein the photographed images may include an image of the front of the vehicle and an image of the rear of the vehicle, and the following embodiments take the front of the vehicle as an example for description. In addition, the function of the automobile data recorder is to collect a video signal, and the video signal is formed by a frame of picture, so the picture proposed in the step is any one frame of picture or multiple frames of pictures in the video signal. That is, in this step, a frame of picture acquired by the automobile data recorder in real time may be acquired, or a picture may be acquired at intervals (e.g., several minutes).
S102: and extracting the skyline in the picture to obtain the position of the skyline in the picture. In this step, the position of the skyline in the picture can be obtained by adopting an image processing method to judge the boundary position between the sky and the road surface.
S103: and determining the pitching adjusting angle and/or the rolling adjusting angle of the automobile data recorder according to the position and the angle of the skyline in the picture. The pitching adjusting angle is used for controlling an actuator to adjust the pitching angle of the automobile data recorder; the rolling adjusting angle is used for controlling an actuator to adjust the rolling angle of the automobile data recorder. As shown in fig. 2, the meaning of the pitch angle and roll angle of the tachograph is given.
In order to effectively identify the automobile, the guideboard, the fence, the lane line, the obstacle and the like which are running right ahead of the vehicle, the position of the skyline in the picture taken by the driving recorder needs to meet certain conditions no matter which vehicle type, and optionally, the position of the skyline needs to be in the middle of the picture and the skyline needs to be parallel to the upper edge and the lower edge of the picture. On the basis, in the driving process of the vehicle, the picture shot by the automobile data recorder is used as an analysis basis, the pitching adjusting angle and/or the rolling adjusting angle of the automobile data recorder are determined according to the position of the skyline in the picture, the influence of the vehicle type cannot be caused, and the obtained automobile data recorder visual angle adjusting result is more accurate. And the adjustment process only needs the picture shot by the automobile data recorder, and the data on the vehicle bus does not need to be acquired, namely the attitude angle of the vehicle does not need to be calculated, so that the data processing process is simpler.
In some embodiments of the invention, the pitch adjustment angle is obtained by a method as shown in fig. 3:
s201, determining the target position of the skyline in the picture; the vehicle event data recorder can be input into a control module of the vehicle event data recorder after the vehicle event data recorder is installed, for example, the middle position of a picture is used as the target position of the vehicle event data recorder, or the vehicle event data recorder is used for testing, the actual environment of the road is shot in the testing process, and then the most appropriate target position is selected and stored in the control module in advance.
S202, if the position of the skyline in the picture is closer to the direction of the sky than the target position, the pitching adjusting angle is used for controlling the upward adjustment of the view angle of the automobile data recorder; referring to fig. 4, in a picture 300 taken by a tachograph, a skyline 303 is formed at the intersection between the sky 301 and the road surface 302, the road surface includes two edge lines, namely a first edge line 304 and a second edge 305, and the center of the road surface also includes a lane line 306. If the skyline is closer to the direction of the sky, namely, is closer to the sky, the view angle of the automobile data recorder is low, and the pitch angle of the automobile data recorder should be adjusted to enable the view angle to rise.
And S203, if the position of the skyline in the picture is closer to the direction of the road surface than the target position, the pitching adjusting angle is used for controlling the downward adjustment of the visual angle of the automobile data recorder. Steps S202 and S203 are performed in parallel. Referring to fig. 4, in one picture, if the skyline is closer to the road surface, i.e. lower, the view angle of the car recorder is higher, and the pitch angle should be adjusted to lower the view angle.
Obviously, adjust the pitch angle of vehicle event data recorder through this scheme, only need obtain the picture that vehicle event data recorder shot can, need not confirm the attitude angle of vehicle, also be applicable to in any motorcycle type moreover.
In some embodiments of the present invention, the position of the skyline in the picture is obtained by extracting the skyline in the picture as follows: inputting the picture into a skyline recognition model, and obtaining the position of the skyline on the picture according to the output result of the skyline recognition model; the skyline recognition model is obtained by machine learning training using a plurality of sets of training data, each set of training data comprising: a sample picture including a skyline and a label identifying a location of the skyline in the sample picture.
The machine learning model is trained by adopting a large number of sample pictures in advance through an artificial intelligence method, so that the machine learning model can have the function of automatically extracting the skyline in the pictures, and therefore, in the visual angle adjustment process of the automobile data recorder, the skyline in the pictures can be automatically extracted to obtain the position of the skyline in the pictures only by inputting the pictures shot by the automobile data recorder into the trained model.
In some embodiments of the invention, the roll adjustment angle may be obtained by a method as shown in fig. 5:
s401: and analyzing the road surface in the picture to obtain the position of at least one edge line of the road surface in the picture. As shown in fig. 4, the road surface edge may include a first edge line 304 and a second edge line 305.
S402: and determining the rolling adjusting angle of the automobile data recorder according to the angle between the skyline and the sideline.
If the rolling angle of the automobile data recorder does not need to be adjusted, namely the skyline cannot be inclined, the direction of the road surface boundary line is fixed, and the included angle between the skyline and the boundary line should be maintained at a certain angle theoretically. If the angle is changed, it indicates that the shooting angle of view of the automobile data recorder rolls at the moment, and the rolling angle needs to be adjusted, and the adjusted rolling angle is required to meet the requirement that the included angle between the skyline and the sideline is maintained at a proper angle, and the proper angle can be stored in a control module of the automobile data recorder in advance, for example, the automobile data recorder is installed and then runs on the road surface, and a proper angle range is determined after the picture shot by the automobile data recorder is analyzed.
The roll adjustment angle can also be obtained by: acquiring an included angle between the skyline and a first edge line of the road surface as a first included angle; acquiring an included angle between the skyline and a second edge line of the road surface as a second included angle; and determining the rolling adjusting angle according to the difference value of the first included angle and the second included angle, wherein the rolling adjusting angle is used for controlling the visual angle of the automobile data recorder to reduce the difference value of the first included angle and the second included angle. As shown in fig. 4, when the roll angle of the car recorder does not need to be adjusted, the difference between the angles of the skyline and the lines on both sides of the road surface should be close to zero (compared with the acute angle between the angles of the skyline and the lines on the road surface). And once the roll angle of the automobile data recorder changes, the included angle between the skyline and the edge lines on the two sides of the road surface is unbalanced, the roll angle of the automobile data recorder should be adjusted, and the unbalance degree is reduced.
In some embodiments of the invention, the position of the road surface edge line on the picture is obtained by: inputting the picture into a side line recognition model, and obtaining the position of the road side line on the picture according to the output result of the side line recognition model; the sideline recognition model is obtained by machine learning training by using a plurality of groups of training data, and each group of training data comprises: the pavement marking device comprises a sample picture of a pavement and a label for marking the position of a border line of the pavement in the sample picture.
The machine learning model is trained by adopting a large number of sample pictures in advance through an artificial intelligence method, so that the machine learning model can have the function of automatically extracting the edge line in the picture, and therefore, in the process of adjusting the visual angle of the driving recorder, the edge line can be automatically extracted to obtain the position of the edge line in the picture as long as the picture shot by the driving recorder is input into the trained model.
In some embodiments of the invention, the roll adjustment angle may be obtained by a method as shown in fig. 6:
s501: and analyzing the position of a horizontal reference line in the picture. As shown in fig. 4, for the picture taken by the car recorder, the position of the horizontal reference line 307 can be determined, for example, according to the road edge line, according to the building appearing in the picture, and the like.
S502: and determining the rolling adjusting angle of the automobile data recorder according to the included angle between the skyline and the horizontal reference line.
If the rolling angle of the automobile data recorder does not need to be adjusted, namely the skyline does not incline, and the direction of the horizontal reference line is fixed, the included angle between the skyline and the horizontal reference line should be maintained at a certain angle theoretically. If the angle is changed, it indicates that the shooting angle of view of the automobile data recorder rolls at the moment, the rolling angle needs to be adjusted, the adjusted rolling angle is required to meet the included angle between the skyline and the horizontal reference line and is maintained at a preset angle, and the preset angle can be stored in a control module of the automobile data recorder in advance, for example, the automobile data recorder is installed and then runs on the road surface, and a picture shot by the automobile data recorder is analyzed and then determined to be within an appropriate angle range.
Some embodiments of the present invention provide a storage medium, where program instructions are stored in the storage medium, and a computer reads the program instructions and executes the method for adjusting a viewing angle of a driving recorder according to any one of the above aspects.
Some embodiments of the present invention provide a system for adjusting a viewing angle of a driving recorder, as shown in fig. 7, including: one or more processors 601 and a memory 602, one processor 601 being illustrated in fig. 7. The system may further comprise: an input device 603 and an output device 604. The processor 601, the memory 602, the input device 603 and the output device 604 may be connected by a bus or other means, and fig. 7 illustrates the connection by a bus as an example.
The memory 602, which is a non-volatile computer-readable storage medium, may be used to store non-volatile software programs, non-volatile computer-executable programs, and modules. The processor 601 executes various functional applications and data processing of the server by running the nonvolatile software program, instructions and modules stored in the memory 602, that is, the method for adjusting the view angle of the event data recorder of the embodiment of the method is implemented.
In addition, as shown in fig. 8, the system further includes an actuator 605, wherein a controlled end of the actuator 605 receives the pitch adjustment angle and/or the roll adjustment angle transmitted by the processor 601; the actuator 605 adjusts the pitch angle of the automobile data recorder 606 according to the pitch adjusting angle; the actuator 605 adjusts the roll angle of the automobile data recorder 606 according to the roll adjustment angle.
The product can execute the method provided by the embodiment of the application, and has the corresponding functional modules and beneficial effects of the execution method. For technical details that are not described in detail in this embodiment, reference may be made to the methods provided in the embodiments of the present application.
The above-described embodiments of the apparatus are merely illustrative, and the units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of the present embodiment.
Through the above description of the embodiments, those skilled in the art will clearly understand that each embodiment can be implemented by software plus a necessary general hardware platform, and certainly can also be implemented by hardware. With this understanding in mind, the above-described technical solutions may be embodied in the form of a software product, which can be stored in a computer-readable storage medium such as ROM/RAM, magnetic disk, optical disk, etc., and includes instructions for causing a computer device (which may be a personal computer, a server, or a network device, etc.) to execute the methods described in the embodiments or some parts of the embodiments.
Finally, it should be noted that: the above examples are only intended to illustrate the technical solution of the present invention, but not to limit it; although the present invention has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical solutions described in the foregoing embodiments may still be modified, or some technical features may be equivalently replaced; and such modifications or substitutions do not depart from the spirit and scope of the corresponding technical solutions of the embodiments of the present invention.

Claims (11)

1. A method for adjusting the visual angle of a driving recorder is characterized by comprising the following steps:
acquiring a picture shot by a vehicle event data recorder;
extracting a skyline in the picture to obtain the position of the skyline in the picture;
determining a pitching adjusting angle and/or a rolling adjusting angle of the automobile data recorder according to the position and the angle of the skyline in the picture;
the pitch adjusting angle is used for controlling an actuator to adjust the pitch angle of the automobile data recorder;
the rolling adjusting angle is used for controlling an actuator to adjust the rolling angle of the automobile data recorder.
2. The method for adjusting the angle of view of a driving recorder according to claim 1, wherein in the step of determining the pitch adjustment angle and/or the roll adjustment angle of the driving recorder according to the position and the angle of the skyline in the picture:
determining the target position of the skyline in the picture;
if the position of the skyline in the picture is closer to the direction of the sky than the target position, the pitching adjusting angle is used for controlling the upward adjustment of the view angle of the automobile data recorder;
and if the position of the skyline in the picture is closer to the direction of the road surface than the target position, the pitching adjusting angle is used for controlling the downward adjustment of the visual angle of the automobile data recorder.
3. The method for adjusting the angle of view of a driving recorder according to claim 1, wherein the step of extracting the skyline in the picture to obtain the position of the skyline in the picture comprises:
inputting the picture into a skyline recognition model, and obtaining the position of the skyline on the picture according to the output result of the skyline recognition model;
the skyline recognition model is obtained by machine learning training using a plurality of sets of training data, each set of training data comprising: a sample picture including a skyline and a label identifying a location of the skyline in the sample picture.
4. The angle adjustment method for a driving recorder according to any one of claims 1 to 3, wherein in the step of determining the pitch adjustment angle and/or the roll adjustment angle of the driving recorder according to the position and the angle of the skyline in the picture:
analyzing the road surface in the picture to obtain the position of at least one edge line of the road surface in the picture;
and determining the rolling adjusting angle of the automobile data recorder according to the angle between the skyline and the sideline.
5. The method for adjusting the angle of view of a driving recorder according to claim 4, wherein determining the roll adjustment angle of the driving recorder according to the angle between the skyline and the sideline comprises:
acquiring an included angle between the skyline and a first edge line of the road surface as a first included angle; acquiring an included angle between the skyline and a second edge line of the road surface as a second included angle;
and determining the rolling adjusting angle according to the difference value of the first included angle and the second included angle, wherein the rolling adjusting angle is used for controlling the visual angle of the automobile data recorder to reduce the difference value of the first included angle and the second included angle.
6. The method for adjusting the viewing angle of the automobile data recorder of claim 5, wherein the step of analyzing the road surface in the picture to obtain the position of at least one edge line of the road surface in the picture comprises the following steps:
inputting the picture into a side line recognition model, and obtaining the position of the road side line on the picture according to the output result of the side line recognition model;
the sideline recognition model is obtained by machine learning training by using a plurality of groups of training data, and each group of training data comprises: the pavement marking device comprises a sample picture of a pavement and a label for marking the position of a border line of the pavement in the sample picture.
7. The method for adjusting the angle of view of a driving recorder according to any one of claims 1 to 3, wherein the step of determining the pitch adjustment angle and/or the roll adjustment angle of the driving recorder according to the position and the angle of the skyline in the picture comprises:
analyzing the position of a horizontal reference line in the picture;
and determining the rolling adjusting angle of the automobile data recorder according to the included angle between the skyline and the horizontal reference line.
8. The method for adjusting the angle of view of a driving recorder according to claim 7, wherein in the step of determining the roll adjustment angle of the driving recorder according to the included angle between the skyline and the horizontal reference line:
the rolling adjustment angle is used for controlling the visual angle of the automobile data recorder so that the angle between the skyline and the horizontal reference line is equal to a preset angle.
9. A storage medium, wherein the storage medium stores program instructions, and a computer reads the program instructions and executes the method for adjusting the angle of view of a driving recorder according to any one of claims 1 to 8.
10. A driving recorder visual angle adjusting system, comprising at least one processor and at least one memory, at least one of the memories storing program instructions, at least one of the processors executing the driving recorder visual angle adjusting method according to any one of claims 1 to 8 after reading the program instructions.
11. The system for adjusting a viewing angle of a driving recorder according to claim 10, further comprising an actuator;
the controlled end of the actuator receives the pitching adjusting angle and/or the rolling adjusting angle transmitted by the processor;
the actuator adjusts the pitch angle of the automobile data recorder according to the pitch adjusting angle; and the actuator adjusts the rolling angle of the automobile data recorder according to the rolling adjusting angle.
CN202010507812.0A 2020-06-05 2020-06-05 Visual angle adjusting method, storage medium and system for automobile data recorder Pending CN111806354A (en)

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