WO2021098473A1 - 烹饪设备及其控制方法、控制系统、计算机可读存储介质 - Google Patents

烹饪设备及其控制方法、控制系统、计算机可读存储介质 Download PDF

Info

Publication number
WO2021098473A1
WO2021098473A1 PCT/CN2020/124886 CN2020124886W WO2021098473A1 WO 2021098473 A1 WO2021098473 A1 WO 2021098473A1 CN 2020124886 W CN2020124886 W CN 2020124886W WO 2021098473 A1 WO2021098473 A1 WO 2021098473A1
Authority
WO
WIPO (PCT)
Prior art keywords
cooking
maturity
food
cooking device
image information
Prior art date
Application number
PCT/CN2020/124886
Other languages
English (en)
French (fr)
Inventor
杜海波
Original Assignee
广东美的厨房电器制造有限公司
美的集团股份有限公司
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Priority claimed from CN201911143396.4A external-priority patent/CN110664259B/zh
Priority claimed from CN201911142140.1A external-priority patent/CN110824942B/zh
Application filed by 广东美的厨房电器制造有限公司, 美的集团股份有限公司 filed Critical 广东美的厨房电器制造有限公司
Priority to EP20889894.0A priority Critical patent/EP4047426A4/en
Publication of WO2021098473A1 publication Critical patent/WO2021098473A1/zh
Priority to US17/750,104 priority patent/US20220273138A1/en

Links

Images

Classifications

    • AHUMAN NECESSITIES
    • A47FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
    • A47JKITCHEN EQUIPMENT; COFFEE MILLS; SPICE MILLS; APPARATUS FOR MAKING BEVERAGES
    • A47J36/00Parts, details or accessories of cooking-vessels
    • A47J36/32Time-controlled igniting mechanisms or alarm devices
    • A47J36/321Time-controlled igniting mechanisms or alarm devices the electronic control being performed over a network, e.g. by means of a handheld device
    • AHUMAN NECESSITIES
    • A47FURNITURE; DOMESTIC ARTICLES OR APPLIANCES; COFFEE MILLS; SPICE MILLS; SUCTION CLEANERS IN GENERAL
    • A47JKITCHEN EQUIPMENT; COFFEE MILLS; SPICE MILLS; APPARATUS FOR MAKING BEVERAGES
    • A47J36/00Parts, details or accessories of cooking-vessels
    • A47J36/32Time-controlled igniting mechanisms or alarm devices
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24HEATING; RANGES; VENTILATING
    • F24CDOMESTIC STOVES OR RANGES ; DETAILS OF DOMESTIC STOVES OR RANGES, OF GENERAL APPLICATION
    • F24C7/00Stoves or ranges heated by electric energy
    • F24C7/08Arrangement or mounting of control or safety devices
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B19/00Programme-control systems
    • G05B19/02Programme-control systems electric
    • G05B19/04Programme control other than numerical control, i.e. in sequence controllers or logic controllers
    • G05B19/042Programme control other than numerical control, i.e. in sequence controllers or logic controllers using digital processors
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B2219/00Program-control systems
    • G05B2219/20Pc systems
    • G05B2219/26Pc applications
    • G05B2219/2643Oven, cooking

Definitions

  • This application relates to the technical field of kitchen appliances, and in particular to two control methods for cooking equipment, two computer-readable storage media, two control systems for cooking equipment, and two cooking equipment.
  • some intelligent menu, intelligent control, and intelligent identification functions are integrated in the cooking equipment, so that the user can set the working mode, temperature, time and other information without going through the control panel.
  • the manufacturer will make cooking programs for some commonly used ingredients according to the functions of the cooking equipment.
  • the cooking programs include information such as the used mode, cooking time, and cooking temperature; after the user selects the menu, the cooking equipment will automatically be set according to the program. Be sure to cook. In the cooking program, the cooking stops after the time is over, and the user is prompted to finish the cooking.
  • the relevant cooking parameters in the above-mentioned cooking procedures are all fixed, which cannot meet the differentiated needs of users, especially the personalized setting of the maturity of the ingredients cannot be realized.
  • some users prefer a softer taste, and some users prefer a more Q-bump.
  • some users prefer to bring some burnt aroma, and some users prefer the original flavor.
  • This application aims to solve at least one of the technical problems existing in the prior art or related technologies.
  • the first aspect of the present application provides a method for controlling cooking equipment.
  • the second aspect of the present application provides a computer-readable storage medium.
  • the third aspect of the present application provides a control system for cooking equipment.
  • the fourth aspect of the present application provides a cooking device.
  • the fifth aspect of the present application provides yet another method for controlling cooking equipment.
  • the sixth aspect of the present application provides yet another computer-readable storage medium.
  • the seventh aspect of the present application provides yet another cooking device control system.
  • the eighth aspect of the present application provides yet another cooking device.
  • the first aspect of the present application provides a method for controlling a cooking device, which includes: obtaining feedback information corresponding to the current maturity of an ingredient after cooking is completed; and adjusting and saving cooking parameters corresponding to the ingredient according to the feedback information.
  • the method for controlling cooking equipment proposed in this application obtains the user's feedback information on the current maturity of the ingredients after the cooking is completed, so as to determine whether the current maturity of the ingredients meets the user's eating habits; then, adjust and save the corresponding ingredients according to the feedback information.
  • the cooking parameters so that the adjusted and saved cooking parameters meet the user's requirements for maturity.
  • the cooking parameters are adjusted and saved this time to ensure that the maturity of the ingredients after the cooking is completed meets the user's requirements for maturity, and the cooking effect of the ingredients is guaranteed.
  • the cooking equipment control method proposed in this application obtains the user's feedback information on the current maturity of the ingredients after the cooking is finished, learns the user's evaluation of the current maturity of the ingredients, and adjusts and saves the corresponding food materials according to the user's evaluation of the current maturity of the ingredients
  • the cooking parameters can realize the customization of the maturity of the ingredients, meet the different needs of users for the maturity of the ingredients, and improve the intelligence of the cooking equipment.
  • the method further includes: obtaining image information of the food material in the cooking device; recognizing the image information, and obtaining the food material category and food feature of the food material; Determine the current maturity of the ingredients according to the category and characteristics of the ingredients.
  • the cooking process first obtain the image information of the ingredients in the cooking equipment, and identify the image information of the ingredients; by identifying the image information of the ingredients, the ingredient category and ingredient characteristics of the ingredients can be obtained; then, Determine the maturity of the ingredients according to the ingredient types and characteristics of the ingredients; after judging that the ingredients are mature, the cooking equipment stops working.
  • different types of food materials have different appearance characteristics (including but not limited to color, shape, etc.), and different types of food materials have different image information. Therefore, after acquiring the image information of the ingredients in the cooking equipment, you can compare it with the pre-stored image information to know the ingredient category of the ingredient; the ingredient characteristics of the same ingredient will continue to change during the cooking process (such as the color of the ingredient) Changes, changes in the volume of ingredients, changes in the weight of ingredients, etc.). Therefore, by observing the changes in the characteristics of the ingredients in real time, the current maturity of the ingredients can be known.
  • the current maturity of the ingredients is displayed and prompted, so that the user can understand the current maturity of the ingredients; then, the user can determine the current maturity of the ingredients according to their own habits.
  • the maturity is evaluated, and the feedback information on the current maturity of the ingredients is fed back to the cooking device, so that the cooking device adjusts the cooking parameters according to the user's feedback information, realizes the user's adjustment of the cooking parameters, and realizes the user's customization of the maturity of the ingredients.
  • the step of determining the current maturity of the food according to the food category and the characteristics of the food includes: determining the current maturity of the food through the maturity recognition model according to the food category and the characteristics of the food; the maturity recognition model Including preset maturity levels and cooking parameters, food categories and food characteristics corresponding to the preset maturity levels.
  • the maturity recognition model includes the ingredient category. After the ingredient category of the ingredient in the cooking device is obtained, the maturity recognition model corresponding to the ingredient category of the currently cooked ingredient can be retrieved; the maturity recognition model includes presets The maturity level and the cooking parameters and ingredient characteristics corresponding to the preset maturity level. The ingredient characteristics of different states correspond to different maturity levels, and different maturity levels correspond to different cooking parameters. Therefore, after obtaining the ingredient characteristics of the ingredients, the current maturity of the ingredients can be determined, and the cooking parameters corresponding to the current maturity of the ingredients can be determined. The cooking equipment cooks according to the cooking parameters corresponding to the current maturity of the ingredients until The cooking is complete.
  • the step of adjusting and saving the cooking parameters corresponding to the ingredients according to the feedback information includes: setting multiple sub-intervals between two adjacent preset maturity levels; according to the feedback information, the current mature The preset maturity level corresponding to the degree of maturity is adjusted to the two adjacent preset maturity levels by a preset number of sub-intervals; and the preset maturity level corresponding to the current maturity is adjusted at the same time.
  • the maturity recognition model corresponds to the cooking parameters and Ingredients characteristics.
  • the maturity recognition model judges the maturity of the new ingredient according to the characteristics of the new ingredient, and adjusts the corresponding cooking parameters according to the maturity.
  • the maturity of the cooked ingredient is more in line with the user's requirements.
  • the preset maturity levels include: raw, tender, ripe, over-ripe, and coking; the number of sub-intervals between two adjacent preset maturity levels is three.
  • preset maturity levels include, but are not limited to: raw, tender, cooked, over-cooked, and coking, and users can feed back corresponding feedback information according to the current maturity of the ingredients ;
  • the number of sub-intervals between two adjacent preset maturity levels is three, and the three sub-intervals are equally divided between two adjacent preset maturity levels to divide the maturity recognition model into multiple Cooking stage.
  • the step of adjusting the preset maturity level corresponding to the current maturity level to two adjacent preset maturity levels by a preset number of sub-intervals according to the feedback information specifically includes: the feedback information is Partially raw, move the preset maturity level of cookedness to the over-cooked side by a sub-interval, expand the sub-interval between raw and adjusted cooked in a proportional manner, and compress the adjusted sub-interval between cooked and coked in a proportional manner ;
  • the feedback information is partial ripeness, move the preset ripeness level of ripeness to the tender side by a sub-interval, and at the same time compress the sub-interval between raw and adjusted ripening proportionally, expand the adjusted ripening and coking in proportional
  • the step of adjusting a preset number of sub-intervals to two adjacent preset maturity levels according to the preset maturity level corresponding to the current maturity level includes but is not limited to the following situations:
  • the preset maturity level of ripeness is moved to the side of the preset maturity level of overripe by a sub-range, and then the preset maturity level range from raw to mature is expanded in the maturity recognition model At the same time, reduce the proportion of the interval between the preset maturity level of ripening and the preset maturity level of coking in the maturity recognition model. Further, the duration of each sub-interval is adjusted, the sub-interval between raw and adjusted ripening is expanded in equal proportion, and the sub-interval between adjusted ripening and coking is compressed in equal proportion.
  • the feedback information When the feedback information is over-cooked, it means that the user believes that the food is over-cooked, and the cooking should be finished some time in advance. Therefore, move the preset maturity level of ripeness to the side of the preset maturity level of tender by a sub-interval, and then narrow the interval from the preset maturity level of raw to the preset maturity level of tender in the maturity recognition model
  • the proportion of the maturity recognition model that expands the interval between the preset maturity level of ripening and the preset maturity level of coking in the maturity recognition model.
  • the time length of each sub-interval is adjusted, the sub-interval between raw and adjusted cooking is compressed in equal proportion, and the sub-interval between adjusted cooked and coking is expanded and compressed.
  • the maturity recognition model is not adjusted.
  • a second aspect of the present application provides a computer-readable storage medium on which a computer program is stored, and when the computer program is executed by a processor, the method for controlling a cooking device as in any one of the first aspect of the present application is implemented.
  • the computer-readable storage medium proposed in the present application when the computer program stored thereon is executed by a processor, can realize the control method of the cooking device as in any one of the first aspect of the present application. Therefore, it has all the beneficial effects of the control method of the above-mentioned cooking device, which will not be described here.
  • a third aspect of the present application provides a control system for a cooking device, including: a memory, where the memory is configured to store a computer program; and a processor, where the processor is configured to execute the computer program to implement the first aspect of the present application The control method of any one of the cooking equipment.
  • the control system of the cooking device proposed in this application includes a memory and a processor. Wherein, when the processor executes the computer program stored in the memory, it can realize the control method of the cooking device as in any one of the first aspect of the present application. Therefore, it has all the beneficial effects of the control method of the above-mentioned cooking device, which will not be described here.
  • a fourth aspect of the present application provides a cooking device, including: a main body, in which a cooking cavity is arranged, and food materials can be placed in the cooking cavity; an image acquisition device, which is arranged on the main body, and is used to obtain image information of the food materials, and information collection The unit is arranged on the main body and is used to obtain feedback information corresponding to the current maturity of the ingredients; and, as in the control system of the cooking equipment according to the third aspect of the present application, the control system of the cooking equipment is electrically connected to the image acquisition device and the information acquisition unit, The cooking parameters corresponding to the ingredients can be adjusted and saved according to the feedback information.
  • the cooking equipment proposed in the present application includes a main body, an image acquisition device, an information feedback unit, and a control system of the cooking equipment as in the third aspect of the present application.
  • a cooking cavity is provided in the main body, and ingredients can be placed in the cooking cavity; during the cooking of the ingredients, the image acquisition device acquires the image information of the ingredients in the cooking cavity in real time, and sends the image information to the control system of the cooking equipment.
  • the control system of the equipment obtains the current maturity of the ingredients according to the image information of the ingredients, and controls the cooking equipment to stop cooking after the ingredients are mature; after the cooking is finished, the information collection unit obtains the user's corresponding evaluation of the pre-maturity of the ingredients, and obtains the current maturity of the ingredients
  • the feedback information corresponding to the degree of maturity is sent to the control system of the cooking equipment; the control system of the cooking equipment trains the maturity recognition model according to the feedback information, adjusts the relevant information in the maturity recognition model, and realizes the customization of maturity. Meet the different needs of different users for the maturity of ingredients, and improve the intelligence of cooking equipment.
  • the distribution of the preset maturity levels in the maturity recognition model and the correspondence between the preset maturity levels and the cooking parameters and the characteristics of the ingredients are adjusted.
  • the information collection unit may adopt a voice recognition mode, a control button mode, or a touch screen mode.
  • the cooking device further includes a main controller, the main controller is arranged inside the main body, and the control system of the cooking device is located inside the main controller.
  • a main controller is provided in the main body of the cooking device, and the control system of the cooking device is located inside the main controller. After the image acquisition device obtains the image information of the food, the main controller recognizes the type of the food and the current maturity of the food according to the received image information. That is, the identification process of the above-mentioned types of food materials and the current maturity of the food materials can be implemented locally in the cooking device without connecting to an external network, which simplifies the structure of the cooking device.
  • the cooking device further includes a main controller and a networking unit.
  • the main controller is arranged inside the main body and is connected to the remote server through the networking unit.
  • the control system of the cooking device is located inside the remote server.
  • a main controller and a networking unit are arranged in the main body of the cooking device, and the main control is connected to the remote server through the networking unit, and the control system of the cooking device is located inside the remote server.
  • the main controller After the image acquisition device obtains the image information of the food material, the main controller sends the image information to the remote server through the network unit.
  • the remote server recognizes the type of food material and the current maturity of the food material according to the received image information, and then sends the recognition result to main controller. That is, the above identification process of the types of ingredients and the current maturity of the ingredients is implemented on a remote server, which can reduce the difficulty of the internal procedures of the main controller and simplify the R&D and manufacturing costs.
  • the image acquisition device includes a camera for acquiring image information of the food; the image processing unit is electrically connected with the camera and the control system of the cooking device, and is used for transmitting the image information to the control system of the cooking device.
  • the image acquisition device includes a camera and an image processing unit.
  • the camera can obtain the image information of the ingredients in real time, and send the obtained image information to the image processing unit; after the image processing unit receives the image information of the ingredients, the image information is sent to the control system of the cooking equipment; the control of the cooking equipment The system recognizes the type and current maturity of the ingredients, and retrieves cooking parameters corresponding to the current maturity of the ingredients, and controls the cooking equipment until the cooking is completed.
  • the image processing unit may also perform simple processing on the image information of the food material, such as format conversion, so that the converted image information meets the format requirements of the control system of the cooking device.
  • a heating unit which is arranged in the main body and is electrically connected to the main controller, the main controller controls the heating unit to work according to the cooking parameters;
  • the operating setting unit is arranged on the main body and is connected to the main controller. The controller is electrically connected to obtain operation instructions.
  • the cooking device further includes a heating unit and an operation setting unit.
  • the heating unit is electrically connected to the main controller. After obtaining the current maturity of the ingredients, the main controller will control the heating unit to work according to the cooking parameters corresponding to the current maturity of the ingredients until the cooking is completed; the operation setting unit is set in the main body
  • the user's operating instructions can be obtained before or during the cooking process to control the work of the cooking program.
  • the main controller can call a different heating unit or adjust the heating power of the heating unit according to the current maturity of the ingredients; the user can input the cooking start instruction, input the cooking pause instruction, input the cooking stop instruction, and call through the operating setting unit. Cooking procedures and more.
  • a fifth aspect of the present application provides a method for controlling cooking equipment, including: acquiring image information of food, recognizing the image information to determine the type of ingredients of the food; acquiring a cooking program corresponding to the food, and controlling the operation of the cooking device according to the cooking program; cooking In the process, the maturity level of the food is obtained and the image information corresponding to the maturity level is saved; according to the maturity level and the image information corresponding to the maturity level, a maturity recognition model corresponding to the type of food and the cooking procedure is created.
  • the method for controlling cooking equipment proposed in this application first obtains image information of the food, and determines the type of food material by recognizing the image information; then obtains the cooking program corresponding to the food, and determines the food menu according to the type of food and the cooking program , Control the cooking equipment to work.
  • observe the changes of the food and obtain the maturity level of the food set by the user while saving the image information of the food at each maturity level.
  • image information corresponding to each maturity level is saved. Therefore, based on the maturity level and the image information corresponding to the maturity level, a maturity recognition model corresponding to the types of ingredients and cooking procedures is created.
  • the maturity maturity model can identify the maturity of the food when the same cooking procedure is used to cook the same type of food the next time, to ensure that the cooked food meets the maturity requirements of the user, and realize the user's customization of the maturity.
  • the user sets the maturity level and saves the image information corresponding to the maturity level during the food cooking process, and can create a maturity recognition model corresponding to the type of food and the cooking procedure to solve the problem of cooking
  • the problem of the equipment curing maturity recognition model meets the differentiated maturity requirements of users.
  • the cooking device will judge the maturity of the food according to the corresponding maturity recognition model to ensure the cooking effect of the food, especially the maturity effect.
  • the step of obtaining the maturity level of the food and storing the image information corresponding to the maturity level includes: displaying the image information of the food; obtaining the maturity setting instruction corresponding to the image information; Degree setting instruction, set the maturity level and save the image information corresponding to the maturity level.
  • the method for controlling cooking equipment proposed in this application displays the image information of the food to the user after acquiring the image information of the food.
  • the user observes the changes in the image information and judges the maturity of the food according to its own standards.
  • the maturity setting instruction is input to set the maturity level of the food and save the image information of the food at the maturity level.
  • the user may input one or more maturity setting instructions during the cooking process.
  • Displaying image information during the cooking process allows users to understand the changes in the maturity of the food in real time; setting the maturity level through the maturity setting instruction can realize the user's customization of the maturity level to meet the user's personalized settings.
  • the image information of the food can be displayed in real time, so that the user can obtain the maturity status of the food in real time.
  • the maturity characteristic value of the food will change, and the change of the maturity characteristic value can be observed based on image information, and the user judges the maturity of the food by observing the maturity characteristic value of the food.
  • the characteristic value of maturity includes, but is not limited to: the color of the food, the volume of the food, and the weight of the food.
  • the step of creating a maturity recognition model corresponding to the types of ingredients and cooking procedures includes: recording the types of ingredients and the cooking procedures Correspondence between maturity and maturity levels; record the image correspondence between the types of ingredients and cooking procedures and the image information; create a maturity recognition model based on the maturity correspondence and the image correspondence.
  • the method for controlling cooking equipment proposed in this application records the maturity relationship between the food type and cooking procedure and the maturity level after acquiring the maturity level of the food and the corresponding image information, and records the food type and cooking The maturity correspondence between the program and the maturity level; then, based on the maturity correspondence and the image correspondence, a maturity recognition model corresponding to the type of food and the cooking procedure is created.
  • the maturity recognition model is created and saved according to the maturity correspondence relationship and the image correspondence relationship. On the one hand, it can ensure that the maturity recognition model matches the type of food ingredients, and on the other hand, it can ensure that the maturity recognition model matches the cooking procedure of the food. When the user uses the cooking device to cook again, the maturity recognition model created this time is called for recognition to ensure the accuracy of maturity recognition.
  • the step of creating a maturity recognition model further includes: obtaining a variety of foods of different types of ingredients, as well as the cooking procedures, maturity levels and maturity levels corresponding to different foods According to the image information of the ingredients, cooking procedures, maturity level and image information corresponding to the maturity level, train the maturity recognition model; save the maturity recognition model after training.
  • the created maturity recognition model is trained to ensure the accuracy of the maturity recognition model. Specifically, obtain a variety of foods of different types of ingredients, enter the cooking program corresponding to each food, obtain the maturity level and image information corresponding to the types of ingredients and the cooking program, and construct maturity training data based on the above information Package: Train the established maturity recognition model through the maturity training data package, and then save the maturity recognition model after the training is completed.
  • the maturity recognition model Based on the training of the maturity recognition model, on the one hand, it can ensure the corresponding relationship between the maturity recognition model and the food types and cooking procedures, and on the other hand, it can ensure that the maturity recognition model meets the needs of users.
  • the maturity training data package occupies a certain weight in the entire training set. The more user training times, the closer the maturity recognition model will be to the user's customization of maturity. The next time the user starts the automatic mode, the cooking device will judge the maturity of the food according to the newly trained maturity recognition model, so as to realize the user-defined maturity.
  • obtaining a cooking program corresponding to the food, and controlling the operation of the cooking device according to the cooking program specifically includes: recalling a preset cooking program corresponding to the type of food, and according to the cooking program Control the work of the cooking equipment; or obtain the cooking parameters corresponding to the types of ingredients, and control the work of the cooking equipment according to the cooking parameters.
  • the cooking program corresponding to the type of food material is searched for in the interior of the cooking device. If the cooking program corresponding to the type of food is preset in the cooking equipment, the cooking program corresponding to the type of food is directly called, and the cooking equipment is controlled according to the cooking level; if there is no preset in the cooking equipment corresponding to the type of food For a cooking program, it is necessary to obtain the cooking parameters input by the user, and control the operation of the cooking device according to the cooking parameters input by the user.
  • the cooking parameters include but are not limited to: cooking mode, cooking temperature, cooking time and other information.
  • the user can still input cooking parameters and control the cooking device to work according to the cooking parameters input by the user.
  • the corresponding relationship between the types of ingredients and the cooking procedures can be ensured, and the corresponding relationships between the created maturity recognition model and the cooking procedures and types of ingredients can be ensured, and the cooking taste and maturity of foods of different types of ingredients can be ensured , Improve the cooking effect and maturity recognition accuracy of food.
  • a cooking mode, cooking time and cooking temperature are set in the cooking program.
  • the cooking program includes but is not limited to: cooking mode, cooking time, and cooking temperature. Based on the setting of the above information in the cooking program, different cooking methods for the food can be realized by the cooking device.
  • the maturity level includes: raw, tender, mature, over-ripe, and coking.
  • the maturity level includes, but is not limited to: raw, tender, mature, over-ripe, and coking. Based on the above maturity level setting, the user can set the food at different maturity levels during the cooking process, and monitor the whole process of the cooking process in real time.
  • the sixth aspect of the present application provides a computer-readable storage medium on which a computer program is stored, and when the computer program is executed by a processor, the method for controlling a cooking device as in any one of the fifth aspect of the present application is realized.
  • the computer-readable storage medium proposed in the present application when the computer program stored thereon is executed by a processor, can realize the control method of the cooking device as in any one of the fifth aspect of the present application. Therefore, it has all the beneficial effects of the control method of the above-mentioned cooking device, which will not be described here.
  • a seventh aspect of the present application provides a control system for a cooking device, including: a memory, the memory is configured to store a computer program; a processor, the processor is configured to execute the computer program to implement the fifth aspect of the present application The control method of any one of the cooking equipment.
  • the control system of the cooking device proposed in this application includes a memory and a processor. Wherein, when the processor executes the computer program stored in the memory, it can realize the control method of the cooking device as in any one of the fifth aspect of the present application. Therefore, it has all the beneficial effects of the control method of the above-mentioned cooking device, which will not be described here.
  • An eighth aspect of the present application provides a cooking device, including: a main body, in which food can be placed; an image acquisition device, arranged on the main body, for obtaining image information of the food; an operation setting unit, arranged on the main body, for Obtain the cooking program and maturity setting instructions corresponding to the food; and, as in the control system of the cooking device according to the seventh aspect of the present application, the control system of the cooking device is electrically connected to the image acquisition device and the operation setting unit.
  • the cooking equipment proposed in the present application includes a main body, an image acquisition device, an operation setting unit, and a control system of the cooking equipment according to the seventh aspect of the present application.
  • a cooking cavity is provided in the main body, and food can be placed in the cooking cavity.
  • the image acquisition device acquires the image information of the food in the cooking cavity and sends the image information to the control system of the cooking device.
  • the control system of the cooking device recognizes the image information and determines the type of food; the operation setting unit can Obtain the cooking program corresponding to the food, and obtain the maturity setting instructions input by the user during the cooking process.
  • the control system of the cooking equipment sets different maturity levels according to the maturity setting instructions, and saves the image information corresponding to the maturity level .
  • the control system of the cooking device creates a maturity recognition model corresponding to the types of ingredients and cooking procedures according to the maturity level and the image information corresponding to the maturity level, and the maturity maturity model is used to identify the maturity of the food.
  • the control system of the cooking device recognizes the maturity of the food according to the maturity recognition model created this time, and controls the cooking device to stop working after the food is cooked to ensure The cooked food meets the user's maturity requirements.
  • the cooking device proposed in the present application can solve the defects of the curing maturity recognition model of the cooking device, and meet the differentiated taste requirements of users.
  • the operation setting unit directly calls the cooking program corresponding to the type of food, and controls the cooking device to work according to the cooking program; when there is no preset and
  • the type of food material corresponds to the cooking program, after obtaining the food material type of the food, the operating setting unit records the cooking parameter manually set by the user, and controls the cooking program according to the cooking parameter.
  • cooking parameters include but are not limited to: cooking mode, cooking temperature, cooking time and other information.
  • the cooking device further includes a main controller, the main controller is arranged inside the main body, and the control system of the cooking device is located inside the main controller.
  • a main controller is provided in the main body of the cooking device, and the control system of the cooking device is located inside the main controller. After the image acquisition device acquires the image information of the food, the main controller recognizes the type of food material according to the received image information. That is, the above-mentioned identification process of the type of food material is implemented locally in the cooking device, and there is no need to connect to an external network, which simplifies the structure of the cooking device.
  • the cooking device includes a main controller and a networking unit.
  • the main controller is arranged inside the main body and is connected to the remote server through the networking unit.
  • the control system of the cooking device is located inside the remote server.
  • the main controller and the networking unit are arranged in the main body of the cooking device, and the main control is connected to the remote server through the networking unit, and the control system of the cooking device is located inside the remote server.
  • the main controller After the image acquisition device obtains the image information of the food, the main controller sends the image information to the remote server through the networking unit, and the remote server recognizes the food type of the food according to the received image information, and then sends the recognition result to the main controller. That is, the above-mentioned identification process of the types of ingredients is implemented on a remote server, which can reduce the difficulty of the internal program of the main controller and simplify the R&D and manufacturing costs.
  • the image acquisition device includes: a camera, which is arranged on the main body, and is used to obtain image information of the food; an image processing unit, which is electrically connected to the camera and the control system of the cooking equipment, is used to image The information is passed to the control system of the cooking equipment.
  • the image acquisition device includes a camera and an image processing unit.
  • the camera can obtain the image information of the food and send the obtained image information to the image processing unit; after the image processing unit receives the image information of the food, it sends the image information to the control system of the cooking device; the control system of the cooking device Recognize the received image information, and then obtain the types of food ingredients.
  • the image processing unit can also perform simple processing on the image information of the food, such as format conversion, so that the converted image information meets the format requirements of the control system of the cooking device.
  • the camera obtains the image information of the food in real time.
  • it further includes a display unit, which is electrically connected to the image acquisition device, for displaying image information; and a heating unit, which is electrically connected to the main controller, and the main controller controls the heating unit to work according to the cooking program.
  • the cooking device further includes a display unit and a heating unit.
  • the display unit is electrically connected to the image acquisition unit, which can display the image information acquired by the image acquisition device to the user and prompt the user to input the maturity setting instruction;
  • the heating unit is electrically connected to the main controller, and the main controller controls the heating unit to work Until the food is cooked.
  • a cooking mode, cooking time, and cooking temperature are set in the cooking program; and/or the maturity level includes: raw, tender, cooked, over cooked, and coked.
  • the cooking program includes but is not limited to: cooking mode, cooking time, and cooking temperature. Based on the setting of the above information in the cooking program, different cooking methods for the food can be realized by the cooking device.
  • the maturity level includes, but is not limited to: raw, tender, mature, over-ripe, and coking. Based on the above maturity level setting, the user can set the food at different maturity levels during the cooking process, and monitor the whole process of the cooking process in real time.
  • Fig. 1 is a schematic flow chart of a control method of a cooking device according to an embodiment of the present application
  • FIG. 2 is a schematic flowchart of a control method of a cooking device according to another embodiment of the present application
  • FIG. 3 is a specific schematic flowchart of step 210 in the method for controlling the cooking device of the embodiment shown in FIG. 2;
  • FIG. 4 is a schematic flowchart of a control method of a cooking device according to another embodiment of the present application.
  • Fig. 5 is a structural block diagram of a control system of a cooking device according to an embodiment of the present application.
  • Fig. 6 is a structural block diagram of a cooking device according to an embodiment of the present application.
  • FIG. 7 is a schematic flow chart of the specific work of the cooking device of the embodiment shown in FIG. 6;
  • FIG. 8 is a schematic flowchart of a control method of a cooking device according to another embodiment of the present application.
  • FIG. 9 is a specific schematic flowchart of step 606 in the method for controlling the cooking device of the embodiment shown in FIG. 8;
  • FIG. 10 is a specific schematic flowchart of step 608 in the method for controlling the cooking device in the embodiment shown in FIG. 8;
  • FIG. 11 is a schematic flowchart of a control method of a cooking device according to another embodiment of the present application.
  • Fig. 12 is a structural block diagram of a control system of a cooking device according to an embodiment of the present application.
  • Fig. 13 is a structural block diagram of a cooking device according to an embodiment of the present application.
  • Fig. 14 is a schematic flow chart of the specific work of the cooking device of the embodiment shown in Fig. 13.
  • FIGS. 1 to 14 a method for controlling a cooking device, a computer-readable storage medium, a control system of a cooking device, and a cooking device according to some embodiments of the present application will be described with reference to FIGS. 1 to 14.
  • Fig. 1 is a schematic flow chart of a control method of a cooking device according to a first embodiment of the present application. As shown in Fig. 1, the control method of the cooking device includes:
  • Step 102 After the cooking is completed, obtain feedback information corresponding to the current maturity of the ingredients;
  • Step 104 Adjust and save cooking parameters corresponding to the ingredients according to the feedback information.
  • the method for controlling cooking equipment obtaineds the user's feedback information on the current maturity of the ingredients after the cooking is completed, so as to determine whether the current maturity of the ingredients meets the user's eating habits; adjust and save the corresponding information of the ingredients according to the feedback information. Cooking parameters, so that the adjusted and saved cooking parameters meet the user's requirements for maturity. In the next cooking, the cooking parameters are adjusted and saved this time to ensure that the maturity of the ingredients after the cooking is completed meets the user's requirements for maturity, and the cooking effect of the ingredients is guaranteed.
  • the method for controlling cooking equipment provided in the present application can satisfy users' differential requirements for the maturity of ingredients, realize the self-defining maturity of cooking ingredients for cooking equipment, and improve the intelligent type of cooking equipment.
  • Fig. 2 is a schematic flow chart of a control method of a cooking device according to a second embodiment of the present application. As shown in Fig. 2, the control method of the cooking device includes:
  • Step 202 Obtain image information of the ingredients in the cooking equipment
  • Step 204 Recognize the image information, and obtain the ingredient category and ingredient characteristics of the ingredient;
  • Step 206 Determine the current maturity of the food material according to the food material category and characteristics of the food material;
  • Step 208 After the cooking is completed, obtain feedback information corresponding to the current maturity of the ingredients;
  • Step 210 Adjust and save cooking parameters corresponding to the ingredients according to the feedback information.
  • the food type and the food feature of the food can be acquired by means of image recognition.
  • the cooking process first obtain the image information of the ingredients in the cooking equipment, and identify the image information of the ingredients; by identifying the image information of the ingredients, the ingredient category and ingredient characteristics of the ingredients can be obtained; and then according to the ingredient category of the ingredient And the characteristics of the ingredients to determine the current maturity of the ingredients; after judging that the ingredients are mature, the cooking equipment stops working.
  • different types of food materials have different appearance characteristics (including but not limited to color, shape, etc.), and different types of food materials have different image information. Therefore, after obtaining the image information of the ingredients in the cooking device, compare it with the pre-stored image information to know the ingredient category of the ingredient.
  • the characteristics of the ingredients of the same kind of ingredients will constantly change during the cooking process (for example, changes in the color of the ingredients, changes in the volume of the ingredients, changes in the weight of the ingredients, etc.). Therefore, by observing the changes in the characteristics of the ingredients in real time, the current maturity of the ingredients can be known.
  • FIG. 3 shows a specific schematic flowchart of step 210 in the method for controlling the cooking device of the embodiment shown in FIG. 2, and step 210 specifically includes:
  • Step 2102 Set multiple sub-intervals between two adjacent preset maturity levels
  • Step 2104 according to the feedback information, adjust the preset maturity level corresponding to the current maturity level to two adjacent preset maturity levels by a preset number of sub-intervals;
  • Step 2106 Adjust the preset maturity level corresponding to the current maturity level to correspond to the cooking parameters and ingredient characteristics in the maturity recognition model.
  • multiple sub-intervals are set between two adjacent preset maturity levels to divide the maturity recognition model into multiple cooking stages, and each sub-interval corresponds to a certain cooking time.
  • the maturity stage corresponds to different maturity levels; the specific position of the preset maturity level corresponding to the current maturity level in the maturity recognition model is adjusted according to the user's feedback information.
  • the preset maturity level corresponding to the current maturity is adjusted to correspond to the cooking parameters and ingredient characteristics in the maturity recognition model.
  • the maturity recognition model judges the maturity of the food according to the adjusted preset maturity level and the corresponding relationship between the characteristics of the food, and obtains the corresponding cooking parameters according to the maturity of the food to ensure The cooking effect of the ingredients makes the maturity of the ingredients after cooking more in line with user requirements.
  • the preset maturity level includes, but is not limited to: raw, tender, cooked, over cooked, and coked.
  • the above-mentioned preset maturity level can meet the different maturity requirements of the user for the food material, and can obtain the user's specific evaluation of the current maturity of the food material.
  • the number of sub-intervals between two adjacent preset maturity levels is three, and it is ensured that the three sub-intervals are equally divided between two adjacent preset maturity levels, so as to divide the maturity recognition model into Multiple cooking stages.
  • the specific methods for adjusting the preset maturity level corresponding to the current maturity level in the maturity recognition model to correspond to the cooking parameters and the characteristics of the ingredients include but are not limited to the following situations:
  • the first situation is that the feedback information is partial. At this time, it means that the user believes that the ingredients are not cooked enough and should continue cooking for a period of time. Therefore, the preset maturity level of ripeness is moved to the side of the preset maturity level of overripe by a sub-range, and then the preset maturity level range from raw to mature is expanded in the maturity recognition model At the same time, reduce the proportion of the interval between the preset maturity level of ripening and the preset maturity level of coking in the maturity recognition model. Further, the duration of each sub-interval is adjusted, the sub-interval between raw and adjusted cooking is expanded in equal proportion, and the sub-interval between adjusted cooked and coking is compressed in equal proportion.
  • the second situation is that the feedback information is too cooked, which means that the user believes that the ingredients are overcooked and should end cooking a while earlier. Therefore, move the preset maturity level of ripeness to the side of the preset maturity level of tender by a sub-interval, and then narrow the interval from the preset maturity level of raw to the preset maturity level of tender in the maturity recognition model
  • the proportion of the maturity recognition model that expands the interval between the preset maturity level of ripening and the preset maturity level of coking in the maturity recognition model.
  • the time length of each sub-interval is adjusted, the sub-interval between raw and adjusted cooking is compressed in equal proportion, and the sub-interval between adjusted cooked and coking is expanded and compressed.
  • the third situation is that the feedback information is appropriate, which means that the user believes that the current maturity of the food material meets the maturity requirements of the food material. Therefore, the maturity recognition model is not adjusted.
  • Fig. 4 is a schematic flow chart of a control method of a cooking device according to a third embodiment of the present application. As shown in Fig. 4, the control method of the cooking device includes:
  • Step 302 Obtain image information of the food in the cooking device
  • Step 304 Recognize the image information, and obtain the ingredient category and ingredient characteristics of the ingredient;
  • Step 306 Determine the current maturity of the food according to the type and characteristics of the food
  • Step 308 when the cooking is completed, remind and display the current maturity
  • Step 310 After the cooking is completed, obtain feedback information corresponding to the current maturity of the ingredients;
  • Step 312 Adjust and save cooking parameters corresponding to the ingredients according to the feedback information.
  • the control method of the cooking device proposed in this embodiment displays and prompts the current maturity of the food after the cooking is completed and the current maturity of the food has been known, so that the user can understand the current maturity of the food; the user can check the current maturity of the food according to his own habits.
  • the current maturity of the ingredients is evaluated, and the feedback information on the current maturity of the ingredients is fed back to the cooking device, so that the cooking device adjusts the cooking parameters according to the user's feedback information, so as to realize the user's adjustment of the cooking parameters and realize the user's maturity compared with the ingredients. customize.
  • the fourth embodiment of the present application proposes a computer-readable storage medium, and when the computer program stored thereon is executed by a processor, it can implement the control method of a cooking device as in any of the foregoing embodiments of the present application. Therefore, all the beneficial effects of the control method of the above-mentioned cooking device are provided, which will not be described here.
  • a fifth embodiment of the present application proposes a control system 400 of a cooking device, which includes a memory 402 and a processor 404.
  • the processor 404 executes the computer program stored in the memory 402, it can implement the control method of the cooking device as in any of the above-mentioned embodiments of the present application. Therefore, it has all the beneficial effects of the control method of the above-mentioned cooking device, which will not be described here.
  • Embodiment 6 is a diagrammatic representation of Embodiment 6
  • the sixth embodiment of the present application proposes a cooking device, including: a main body, an image acquisition device, an information acquisition unit, and a control system of the cooking device according to the fifth embodiment of the present application.
  • the cooking cavity in the main body can place and cook the ingredients;
  • the image acquisition device can acquire the image information of the ingredients in real time during the cooking process;
  • the control system of the cooking equipment can acquire the current maturity of the ingredients according to the image information of the ingredients, and then according to the ingredients The current maturity of the cooking parameters is adjusted until the cooking is finished;
  • the information collection unit can obtain the user's feedback information on the current maturity of the ingredients after the cooking is finished, and then the control system of the cooking device adjusts the cooking parameters corresponding to the ingredients according to the feedback information.
  • the cooking equipment proposed in this application can obtain the user's feedback information on the current maturity of the ingredients after the ingredients are cooked, and then train the maturity recognition model according to the feedback information, realize the customization of the maturity of the ingredients, and meet the user's maturity of the ingredients. Different demands, to enhance the intelligence of cooking equipment.
  • the maturity recognition model includes a preset maturity level and cooking parameters, food categories, and food features corresponding to the preset maturity levels.
  • the distribution of the preset maturity level in the maturity recognition model is adjusted based on the feedback information, and the cooking parameters and ingredient characteristics corresponding to the preset maturity level are changed accordingly.
  • the image acquisition device includes a camera 504 and an image processing unit 506.
  • the camera 504 can obtain the image information of the ingredients in real time, and send the obtained image information to the image processing unit 506;
  • the image processing unit 506 sends the image information to the control system of the cooking device, so that the control system of the cooking device can recognize different Maturity level and follow-up work.
  • the image processing unit 506 can also perform simple processing on the image information of the food material, such as format conversion, so that the converted image information meets the format requirements of the control system of the cooking device.
  • the cooking device further includes a heating unit 510 and an operation setting unit 514.
  • the operation setting unit 514 can obtain the user's operation instruction before or during the cooking process to control the cooking procedure; the main controller 502 can call a different heating unit 510 or adjust the heating unit 510 according to the current maturity of the ingredients.
  • the heating power guarantees the cooking effect of the ingredients.
  • the step of identifying the ingredient type and ingredient characteristics of the ingredient can be executed locally in the cooking device, or can be executed in a remote server, as follows:
  • the main controller 502 is provided in the main body of the cooking device, and the control system of the cooking device is located inside the main controller 502. After the image acquisition device obtains the image information of the food material, the main controller 502 recognizes the type of the food material according to the received image information. The maturity of the ingredients. That is, the ingredient type and ingredient characteristics of the ingredients are recognized locally in the cooking equipment. This method does not need to be connected to an external network, and can simplify the structure of the cooking equipment.
  • a main controller 502 and a networking unit 508 are provided in the main body of the cooking device, and the main control is connected to a remote server through the networking unit 508, and the control system of the cooking device is located inside the remote server.
  • the main controller 502 sends the image information to the remote server through the networking unit 508, and the remote server recognizes the types of ingredients and the current maturity of the ingredients according to the received image information, and then the recognition results Send to the main controller 502. That is, the ingredient type and ingredient characteristics of the ingredients are identified on the remote server.
  • This method can reduce the difficulty of the internal program of the main controller 502 and simplify the R&D and manufacturing cost.
  • the cooking device and its control method proposed in this application can solve the solidified cooking model of the cooking device and meet the differentiated taste requirements of users.
  • the cooking device proposed in the present application automatically cooks food for the user in the smart cooking mode; after the cooking is completed, the user is allowed to evaluate the cooking effect on the interactive interface, such as raw, just right, and cooked.
  • the control system of the cooking equipment readjusts the cooking program or retrains the maturity recognition model according to the user's feedback.
  • the cooking device proposed in this application includes a main controller 502, a camera 504, an image processing unit 506, a networking unit 508, a heating unit 510, a display unit 512, and an operation setting unit 514.
  • the control system of the cooking device takes an image of the food in the cooking device through the camera 504. After the image is processed by the image processing unit 506, the processed The image is transmitted to the main controller 502.
  • the main controller 502. recognizes the main controller 502.
  • the food type recognition model in the main controller 502 recognizes the type of food, and the food maturity recognition model recognizes the current maturity of the ingredients; the second is Recognition is carried out through a remote server.
  • the main controller 502 uploads the image to the remote server through the networking unit 508.
  • the food type recognition model in the remote server recognizes the type of food, and the maturity recognition model recognizes the current maturity of the ingredients, and then recognizes The type of food and the current maturity of the food are returned to the main controller 502 through the networking unit 508.
  • the main controller 502 After the main controller 502 obtains the food type and current maturity of the ingredients, it calls and controls the heating unit 510 to cook the food according to the food type and current maturity.
  • the heating unit 510 When the maturity recognition result is mature, the heating unit 510 is stopped to remind the user to finish cooking, and the maturity feedback is displayed on the display unit 512, and the user can choose whether the current cooking effect is partial raw, just right, or partial ripe according to preference.
  • the control system of the cooking equipment monitors user feedback and retrains the maturity recognition model.
  • the maturity of the food is marked with one or more maturity levels from raw to coking according to the characteristics of the ingredients of the food. For example, it is divided into five preset maturity levels: raw, tender, mature, over-cooked, and coking, and each preset maturity level to the next preset maturity level is equally divided into three sub-intervals with equal time intervals, a total of ten Three maturity stages.
  • the preset maturity level marked as ripe moves one stage in the over ripening direction, and all stages from birth to new ripening point are expanded in equal proportions, and all stages from new ripening to coking, etc. Proportional compression.
  • the preset maturity level marked as mature will move one stage in the direction of growth, and all the stages from raw to new ripening point are compressed in equal proportions, and from new ripening to coking. All stages are expanded in equal proportions. If the user feedback is just right, keep the original model. After completing the above annotations, readjust the cooking program or train the maturity recognition model.
  • the cooking equipment, food type recognition model and maturity recognition model proposed in this application can be deployed locally in the system or on a remote server; the maturity training process can be performed locally in the system or on a remote server Conduct training.
  • intelligent methods are used to adjust the maturity recognition model according to user feedback results; the maturity recognition model is adjusted according to user feedback information, and the user’s operating information is recorded to adjust cooking procedures, user-defined maturity, user-defined intelligence menu.
  • Step 1 The user selects the corresponding menu on the user interaction interface according to the type of food being cooked
  • Step 2 The main controller starts the cooking program according to the menu selected by the user, and controls the heating unit to cook;
  • Step 3 After cooking, prompt the user to evaluate the cooking maturity in the user interaction interface
  • the fourth step record the user input information, readjust the cooking program according to the input information, so that the user can modify the cooking program and adjust the maturity.
  • the oven device After the user selects a certain barbecue program and completes the heating, the user is prompted to evaluate the maturity of the food on the user interaction interface. You can choose three judgments of "partially raw”, “just right”, and “partially cooked”. , Smell and taste characteristics to make maturity judgments. For example, after the oven finishes grilling according to the default cooking program in the menu, the actual maturity is normal, and the user is used to roasting the food more cooked, you can select "Partial Raw”. After monitoring the user's selection, the main controller adjusts the time of the barbecue program according to the user's selection, saves and replaces the original cooking program. The next time the user uses the current menu, the main controller will call a new barbecue program for barbecue. Through this feedback process, the maturity of the food can be closer to the user's preference, thereby realizing the customization of the maturity of the food.
  • Fig. 8 is a schematic flowchart of a method for controlling a cooking device according to a seventh embodiment of the present application. As shown in Fig. 8, the method for controlling a cooking device includes:
  • Step 602 Obtain image information of the food, and identify the image information to determine the type of food material;
  • Step 604 Obtain a cooking program corresponding to the food, and control the operation of the cooking device according to the cooking program;
  • Step 606 During the cooking process, obtain the maturity level of the food and save the image information corresponding to the maturity level;
  • Step 608 according to the maturity level and the image information corresponding to the maturity level, create a maturity recognition model corresponding to the type of food and the cooking procedure.
  • the method for controlling a cooking device proposed in the seventh embodiment of the present application obtains image information of food, and determines the type of food material by identifying the image information; obtains a cooking program corresponding to the food, and controls the operation of the cooking device.
  • the maturity level of the food set by the user is obtained, and the image information of the food at each maturity level is stored at the same time.
  • a maturity recognition model corresponding to the types of ingredients and cooking procedures is created.
  • the maturity recognition model established this time is used to judge the maturity of the food to ensure the cooking effect of the food, especially the maturity effect.
  • the control method for cooking equipment proposed in this application realizes the user's customization of maturity, can ensure that the food after cooking meets the user's requirements for maturity, solves the problem of the curing maturity recognition model of cooking equipment, and meets the user's differentiated Maturity requirements.
  • FIG. 9 shows a specific schematic flowchart of step 606 in the method for controlling the cooking device in the embodiment shown in FIG. 8.
  • the steps of obtaining the maturity level of the food and saving the image information corresponding to the maturity level specifically include:
  • Step 6062 display image information of the food
  • Step 6064 Obtain a maturity setting instruction corresponding to the image information
  • Step 6066 According to the maturity setting instruction, set the maturity level and save the image information corresponding to the maturity level.
  • the maturity characteristic value of the food will change, and the change of the maturity characteristic value can be observed through image information.
  • the user can judge the maturity of the food by observing the maturity characteristic value of the food. By observing the changes in the image information of the food during the cooking process, you can understand the changes in the maturity of the food during the cooking process in real time.
  • the method for controlling cooking equipment proposed in this embodiment displays the image information of the food to the user after acquiring the image information of the food; the user observes the changes in the image information, judges the maturity of the food according to its own standards, and After the maturity of the food meets its own standards, the maturity setting instruction is input, and then the maturity level of the food is set according to the maturity setting instruction input by the user, and the image information of the food at the maturity level is saved.
  • control method of the cooking device displays the image information of the food by means of screen display, and prompts the user to input the maturity setting instruction by means of images or voice.
  • the user can input one or more maturity setting instructions during the cooking process.
  • Each maturity setting instruction corresponds to a maturity level and corresponding image information.
  • the maturity level set by the maturity setting command is cooked by default; if multiple maturity setting commands are entered, the maturity level can be specifically set according to the maturity of the food. .
  • the maturity characteristic value includes, but is not limited to: the color of the food, the volume of the food, and the weight of the food; the above-mentioned maturity characteristic value can be obtained through image recognition.
  • FIG. 10 shows a specific schematic flowchart of step 608 in the method for controlling the cooking device in the embodiment shown in FIG. 8.
  • the steps of creating a maturity recognition model corresponding to the types of ingredients and cooking procedures include:
  • Step 6082 record the maturity correspondence between the types of ingredients and cooking procedures and the maturity level
  • Step 6084 Record the image correspondence between the types of ingredients and the cooking procedures and the image information
  • Step 6086 Create a maturity recognition model based on the maturity correspondence relationship and the image correspondence relationship.
  • braised chicken wings and braised beef are used as the characteristic value of maturity, it is obvious that the color of the beef is darker. Therefore, braised chicken wings and braised beef require different maturity recognition models for maturity recognition. That is, different types of food require different maturity recognition models for maturity recognition.
  • braised chicken wings and fried chicken wings are also different.
  • the color of the food is used as the maturity characteristic value, the color of the braised chicken wings is darker when the braised chicken wings and fried chicken wings are at the same maturity level. Therefore, braised chicken wings and fried chicken wings require different maturity recognition models for maturity recognition. That is, different cooking modes for food of the same type of ingredient also require different maturity recognition models for maturity recognition.
  • this embodiment records the maturity relationship between the food type and the cooking process and the maturity level, and records the maturity level of the food type and the cooking process and the maturity level. Maturity correspondence; then, based on the maturity correspondence and the image correspondence, a maturity recognition model corresponding to the types of ingredients and cooking procedures is created.
  • the maturity recognition model is created and saved according to the maturity correspondence relationship and the image correspondence relationship. On the one hand, it can ensure that the maturity recognition model matches the type of food ingredients, and on the other hand, it can ensure that the maturity recognition model matches the cooking procedure of the food.
  • the maturity recognition model created this time is called for recognition to ensure the accuracy of maturity recognition.
  • Embodiment 8 is a diagrammatic representation of Embodiment 8
  • FIG. 11 is a schematic flowchart of a method for controlling a cooking device according to another embodiment of the present application. As shown in FIG. 11, the method for controlling the cooking device includes:
  • Step 702 Obtain image information of the food, and identify the image information to determine the type of ingredients of the food;
  • Step 704 Obtain a cooking program corresponding to the food, and control the operation of the cooking device according to the cooking program;
  • Step 706 During the cooking process, obtain the maturity level of the food and save the image information corresponding to the maturity level;
  • Step 708 according to the maturity level and the image information corresponding to the maturity level, create a maturity recognition model corresponding to the type of food and the cooking procedure;
  • Step 710 Obtain a variety of foods of different types of ingredients, as well as the corresponding cooking procedures, maturity levels, and image information corresponding to the maturity levels of the different foods;
  • Step 712 Train the maturity recognition model according to the type of ingredients, the cooking procedure, the maturity level, and the image information corresponding to the maturity level; save the trained maturity recognition model.
  • the method for controlling the cooking equipment proposed in this embodiment adds the step of training the maturity recognition model. That is, after the maturity recognition model corresponding to the type of food and the cooking procedure has been created, the created maturity recognition model is trained to ensure the accuracy of the maturity recognition model. Specifically, obtain a variety of foods of different types of ingredients, enter the cooking program corresponding to each food, obtain the maturity level and image information corresponding to the types of ingredients and the cooking program, and construct maturity training data based on the above information package. Train the established maturity recognition model through the maturity training data package, and then save the maturity recognition model after the training is completed.
  • the maturity recognition model Based on the training of the maturity recognition model, on the one hand, it can ensure the corresponding relationship between the maturity recognition model and the food types and cooking procedures, and on the other hand, it can ensure that the maturity recognition model meets the needs of users.
  • the maturity training data package occupies a certain weight in the entire training set. The more user training times, the closer the maturity recognition model will be to the user's customization of maturity. The next time the user starts the automatic mode, the cooking device will judge the maturity of the food according to the newly trained maturity recognition model, thereby realizing the user-defined maturity.
  • the cooking program includes but is not limited to: cooking mode, cooking time, and cooking temperature. Based on the setting of the above information in the cooking program, different cooking methods for the food can be realized by the cooking device.
  • the maturity level includes, but is not limited to: raw, tender, mature, over-ripe, and coking. Based on the above maturity level setting, the user can set the food at different maturity levels during the cooking process, and monitor the whole process of the cooking process in real time.
  • Method 1 When the cooking program corresponding to the food type is preset in the cooking equipment, after the food type is obtained, the cooking program corresponding to the food type can be directly called, and the cooking equipment can be controlled according to the cooking program .
  • Method 2 When there is no preset cooking program corresponding to the type of food in the cooking device, the cooking parameter input by the user is prompted, and the cooking parameter input by the user is recorded, and then the cooking device is controlled to work according to the cooking parameter input by the user.
  • cooking parameters include but are not limited to: cooking mode, cooking temperature, cooking time and other information.
  • the user can still input cooking parameters and control the cooking device to work according to the cooking parameters input by the user.
  • the corresponding relationship between the types of ingredients and the cooking procedures can be ensured, and the corresponding relationships between the created maturity recognition model and the cooking procedures and types of ingredients can be ensured, so as to ensure the cooking taste and maturity of foods of different types of ingredients. It can improve the cooking effect and maturity recognition accuracy of food.
  • the ninth embodiment of the present application proposes a computer-readable storage medium on which a computer program is stored.
  • the computer program is executed by a processor, the method for controlling a cooking device as in any of the foregoing embodiments of the present application is implemented. Therefore, it has all the beneficial effects of the control method of the above-mentioned cooking device, which will not be described here.
  • a tenth embodiment of the present application proposes a control system 800 of a cooking device, which includes a memory 802 and a processor 804.
  • the processor 804 executes the computer program stored in the memory 802, it can implement the control method of the cooking device as in any of the above-mentioned embodiments of the present application. Therefore, it has all the beneficial effects of the control method of the above-mentioned cooking device, which will not be described here.
  • Embodiment 11 is a diagrammatic representation of Embodiment 11:
  • the eleventh embodiment of the present application proposes a cooking device, which includes a main body, an image acquisition device, an operation setting unit, and a control system of the cooking device as in the fourth embodiment of the present application.
  • a cooking cavity is provided in the main body, and food can be placed in the cooking cavity.
  • the image acquisition device acquires the image information of the food in the cooking cavity and sends the image information to the control system of the cooking device.
  • the control system of the cooking device recognizes the image information and determines the type of food; the operation setting unit can The cooking program corresponding to the food is obtained, and the maturity setting instruction input by the user is obtained during the cooking process.
  • the control system of the cooking device sets different maturity levels according to the maturity setting instruction, and saves image information corresponding to the maturity level.
  • the control system of the cooking device creates a maturity recognition model corresponding to the types of ingredients and cooking procedures according to the maturity level and the image information corresponding to the maturity level, and the maturity maturity model is used to identify the maturity of the food.
  • the control system of the cooking device recognizes the maturity of the food according to the maturity recognition model created this time, and controls the cooking device to stop working after the food is cooked to ensure The food after cooking fully needs the maturity requirements of the user.
  • the operation setting unit directly calls the cooking program corresponding to the type of food; when there is no cooking program corresponding to the type of food preset in the cooking device, the After the types of food ingredients are reached, the operating setting unit records the cooking parameters manually set by the user, and controls the cooking program according to the cooking parameters.
  • cooking parameters include but are not limited to: cooking mode, cooking temperature, cooking time and other information.
  • the image acquisition device includes a camera and an image processing unit.
  • the camera can obtain the image information of the food in real time and send the obtained image information to the image processing unit; after the image processing unit receives the image information of the food, it sends the image information to the control system of the cooking device; the control of the cooking device The system recognizes the received image information, and then obtains the types of food ingredients.
  • the image processing unit can also perform simple processing on the image information of the food, such as format conversion, so that the converted image information meets the format requirements of the control system of the cooking device.
  • the cooking device further includes a display unit and a heating unit.
  • the display unit is electrically connected to the image acquisition unit, which can display the image phenomenon acquired by the image acquisition device to the user and prompt the user to input a maturity setting instruction;
  • the heating unit is electrically connected to the main controller, and the main controller controls the heating unit to work Until the food is cooked.
  • the cooking program includes but is not limited to: cooking mode, cooking time, and cooking temperature; based on the setting of the above-mentioned information in the cooking program, different cooking methods for the food can be realized by the cooking device.
  • the maturity level includes but is not limited to: raw, tender, cooked, overcooked, and coking; based on the above maturity level setting, it can satisfy the user’s setting of the food at different maturity levels during the cooking process, and real-time control of the whole process of the cooking process monitor.
  • the step of identifying the types of ingredients of the food can adopt the following two methods:
  • the step of identifying the types of ingredients of the food is performed locally in the cooking device.
  • a main controller is provided in the main body of the cooking device, and the control system of the cooking device is located inside the main controller. After the image acquisition device acquires the image information of the food, the main controller recognizes the type of food material according to the received image information. This method does not need to be connected to an external network and simplifies the structure of the cooking equipment.
  • the step of identifying the types of ingredients of the food is performed on the remote server.
  • a main controller and a networking unit are arranged in the main body of the cooking device, and the main control is connected to the remote server through the networking unit, and the control system of the cooking device is located inside the remote server.
  • the main controller After the image acquisition device obtains the image information of the food, the main controller sends the image information to the remote server through the networking unit, and the remote server recognizes the food type of the food according to the received image information, and then sends the recognition result to the main controller.
  • This method can reduce the difficulty of the internal procedures of the main controller and simplify the R&D and manufacturing costs.
  • the cooking device and its control method proposed in this embodiment can solve the solidified cooking model of the cooking device and meet the differentiated taste requirements of users.
  • the user can manually set the working mode and set the maturity level, and the control system of the cooking device monitors the user's operation settings and setting results, readjusts the cooking program or retrains Maturity recognition model.
  • the cooking device proposed in this embodiment includes: a main controller 902, a camera 904, an image processing unit 906, a networking unit 908, a heating unit 910, a display unit 912, and an operation setting unit 914.
  • FIG. 14 shows a schematic flow chart of the specific work of the cooking device.
  • the user puts the food to be cooked into the cooking device.
  • the control system of the cooking device uses the camera 904 to capture image information of the food in the cooking device, and the image information passes through the image processing unit 906.
  • the processed image is transmitted to the main controller 902, and the food type recognition model inside the main controller 902 recognizes the food type of the food; or through the networking unit 908 connected to the main controller 902, the image information is uploaded to The remote server recognizes the food type of the food through the food type recognition model on the remote server, and then returns the recognized food type to the main controller 902 through the networking unit 908.
  • the recognized food type is displayed on the main controller 902, and the user is guided on the display unit 912 to set a cooking program by operating the setting unit 914.
  • the cooking program includes a cooking mode, cooking time, and cooking temperature.
  • the user is prompted to mark the maturity of the food on the display unit 912.
  • the user can mark one or more maturity levels by inputting a maturity setting instruction. Each time the user marks a maturity level, the current image is recorded Information until the end of cooking.
  • the type of ingredients, the cooking program input by the user, the maturity level set by the user, and the corresponding image information form a maturity training data package; the maturity data package is sent to the remote server locally or through the networking unit 908 for maturity.
  • Recognition model training; the trained maturity recognition model is deployed on the local system or remote server.
  • the new maturity training data package occupies a certain weight in the entire training set. The more user training times, the closer the maturity recognition model will be to the user's definition of maturity. The next time the user starts the automatic mode, the control system of the cooking device will judge the maturity of the food according to the new maturity recognition model, thereby realizing the user-defined maturity.
  • the maturity recognition module's judgment on the maturity of the food can be adjusted according to user habits; the user can mark the maturity level by himself, and then train the maturity recognition model.
  • the cooking device can adjust the cooking settings according to the user's habits to meet the differentiated needs of the user and make the cooking device more intelligent.
  • the food type recognition model and maturity recognition model can be deployed locally on the cooking equipment or on a remote server; the maturity recognition model training process can be performed locally on the cooking equipment or on a remote server Conduct training.
  • the term “plurality” refers to two or more than two, unless specifically defined otherwise.
  • the terms “installed”, “connected”, “connected”, “fixed” and other terms should be understood in a broad sense.
  • “connected” can be a fixed connection, a detachable connection, or an integral connection;
  • “connected” can be It is directly connected or indirectly connected through an intermediary.
  • the specific meanings of the above-mentioned terms in this application can be understood according to specific circumstances.

Landscapes

  • Engineering & Computer Science (AREA)
  • Food Science & Technology (AREA)
  • Chemical & Material Sciences (AREA)
  • Combustion & Propulsion (AREA)
  • Mechanical Engineering (AREA)
  • General Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Electric Ovens (AREA)
  • General Preparation And Processing Of Foods (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

烹饪设备及其控制方法、控制系统、计算机可读存储介质。其中,烹饪设备的控制方法,包括:烹饪完成后,获取食材的当前成熟度对应的反馈信息(步骤102);根据反馈信息,调整并保存食材对应的烹饪参数(步骤104)。该烹饪设备的控制方法,在烹饪结束后用户对于食材当前成熟度的反馈信息,获知用户对于食材当前成熟度的评价,根据用户对于食材当前成熟度的评价,调整并保存食材对应的烹饪参数,可实现食材成熟度的自定义,满足用户对于食材成熟度的差异性需求,提升烹饪设备的智能性。

Description

烹饪设备及其控制方法、控制系统、计算机可读存储介质
本申请要求于2019年11月20日提交中国专利局、申请号为“201911142140.1”、发明名称为“烹饪设备及其控制方法、控制系统、计算机可读存储介质”,以及2019年11月20日提交中国专利局、申请号为“201911143396.4”、发明名称为“烹饪设备及其控制方法、控制系统、计算机可读存储介质”的中国专利申请的优先权,其全部内容通过引用结合在本申请中。
技术领域
本申请涉及厨房电器技术领域,具体而言,涉及两种烹饪设备的控制方法、两种计算机可读存储介质、两种烹饪设备的控制系统及两种烹饪设备。
背景技术
目前现有烹饪设备中,为了方便用户使用,烹饪设备中都会集成一些智能菜单、智能控制、智能识别功能,这样用户就可以不用通过控制面板再去设置工作模式、温度、时间等信息。烹饪设备在出厂前,厂家会根据烹饪设备的功能,制作一些常用食材的烹饪程序,烹饪程序中包含使用的模式、烹饪时间、烹饪温度等信息;用户选定菜单后,烹饪设备自动根据程序设定进行烹饪。烹饪程序中,时间结束后就停止烹饪,提示用户烹饪完成。
但是上述烹饪程序中的相关烹饪参数都是固定不变的,不能满足用户差异化的需求,特别是无法实现食材成熟度的个性化设置。例如米饭,有些用户比较偏向口感软绵一些,有些用户偏向于Q弹一些;例如蛋糕,有些用户偏向于带些焦香,有些用户偏向于原味。
发明内容
本申请旨在至少解决现有技术或相关技术中存在的技术问题之一。
为此,本申请第一方面提供了一种烹饪设备的控制方法。
本申请第二方面提供了一种计算机可读存储介质。
本申请第三方面提供了一种烹饪设备的控制系统。
本申请第四方面提供了一种烹饪设备。
本申请第五方面提供了又一种烹饪设备的控制方法。
本申请第六方面提供了又一种计算机可读存储介质。
本申请第七方面提供了又一种烹饪设备的控制系统。
本申请第八方面提供了又一种烹饪设备。
本申请第一方面提供了一种烹饪设备的控制方法,包括:烹饪完成后,获取食材的当前成熟度对应的反馈信息;根据反馈信息,调整并保存食材对应的烹饪参数。
本申请提出的烹饪设备的控制方法,在烹饪完成后获取用户对于食材当前成熟度的反馈信息,进而可以确定食材的当前成熟度是否满足用户的饮食习惯;而后,根据反馈信息调整并保存食材对应的烹饪参数,使得调整并保存后的烹饪参数满足用户对于成熟度的要求。在下一次烹饪时,通过本次调整并保存的烹饪参数进行烹饪,保证烹饪完成后食材的成熟度符合用户对于成熟度的要求,保证食材的烹饪效果。
本申请提出的烹饪设备的控制方法,在烹饪结束后获取用户对于食材当前成熟度的反馈信息,获知用户对于食材当前成熟度的评价,根据用户对于食材当前成熟度的评价,调整并保存食材对应的烹饪参数,可实现食材成熟度的自定义,满足用户对于食材成熟度的差异性需求,提升烹饪设备的智能性。
根据本申请上述技术方案的烹饪设备的控制方法,还可以具有以下附加技术特征:
在上述技术方案中,烹饪完成后,获取食材的当前成熟度对应的反馈信息的步骤之前,还包括:获取烹饪设备内的食材的图像信息;识别图像信息,获取食材的食材类别和食材特征;根据食材类别和食材特征,确定食材的当前成熟度。
在该技术方案中,在烹饪过程中,首先获取烹饪设备内食材的图像信息,并对食材的图像信息进行识别;通过识别食材的图像信息,可以获取到食材的食材类别及食材特征;而后,根据食材的食材类别及食材特征,确定食材的成熟度;在判断食材已经成熟后,烹饪设备停止工作。
具体地,不同类别的食材具有不同的外观特征(包括但不局限于颜色、形状等等),不同类别的食材具有不同的图像信息。因此,在获取到烹饪设备内食材的图像信息后,将其与预存的图像信息进行比对,便可获知食材的食材类别;同一种食材的食材特征会在烹饪过程中不断变化(例如食材颜色的变化、食材体积的变化、食材重量的变化等等)。因此,实时观察食材特征的变化,便可获知食材的当前成熟度。
在上述任一技术方案中,烹饪完成后,获取食材的当前成熟度对应的反馈信息的步骤之前,还包括:在烹饪完成时,提醒并显示当前成熟度。
在该技术方案中,在烹饪完成且已经获知食材的当前成熟度后,显示并提示食材的当前成熟度,使得用户可以了解食材的当前成熟度;而后,用户便可根据自身习惯对食材的当前成熟度做出评价,将对食材当前成熟度的反馈信息反馈给烹饪设备,使得烹饪设备根据用户的反馈信息调整烹饪参数,实现用户对于烹饪参数的调整,实现用户对食材成熟度的自定义。
在上述任一技术方案中,根据食材类别和食材特征,确定食材的当前成熟度的步骤,具体包括:根据食材类别和食材特征,通过成熟度识别模型确定食材的当前成熟度;成熟度识别模型包括预设成熟度等级和与预设成熟度等级对应的烹饪参数、食材类别及食材特征。
在该技术方案中,在系统内预置针对不同类别的食材对应的不同成熟度识别模型,在已经获取到食材的食材类别后,调取与食材类别相对应的成熟度识别模型;同一种食材的食材特征会因成熟度不同而发生变化,在已经调取与食材类别相对应的成熟度识别模型后,成熟度识别模型便可根据食材特征的变化确定食材的当前成熟度,直至食材烹饪完成。
具体地,成熟度识别模型包括食材类别,在获取到烹饪设备内食材的食材类别后,即可调取与当前烹饪的食材的食材类别相对应的成熟度识别模型;成熟度识别模型包括预设成熟度等级和与预设成熟度等级对应的烹饪参数及食材特征,不同的状态的食材特征对应不同的成熟度等级,不同的成熟度等级对应不同的烹饪参数。因此,在获取到食材的食材特征后,即可确定食材的当前成熟度,并确定与食材当前成熟度相对应的烹饪参数,烹饪设备根据与食材当前成熟度相对应的烹饪参数进行烹饪,直至烹饪完成。
在上述任一技术方案中,根据反馈信息,调整并保存食材对应的烹饪参数的步骤,具体包括:在相邻两个预设成熟度等级之间设置多个子区间;根据反馈信息,将当前成熟度对应的预设成熟度等级向相邻的两个预设成熟度等级调整预设数量的子区间;以及同时调整当前成熟度对应的预设成熟度等级在成熟度识别模型中对应烹饪参数和食材特征。
在该技术方案中,在根据反馈信息调整并保存食材对应的烹饪参数的过程中,首先在相邻两个预设成熟度等级之间设置多个子区间,以将成熟度识别模型分为多个烹饪阶段,且每一个子区间对应一定的烹饪时长,每个成熟度阶段对应不同的成熟度;而后,根据用户的反馈信息,将当前成熟度对应的预设成熟度等级向相邻的两个预设成熟度等级中的一个调整预设数量的子区间。也即,根据用户的反馈信息调整将当前成熟度对应的预设成熟度等级在成熟度识别模型中的具体位置;同时调整当前成熟度对应的预设成熟度等级在成熟度识别模型中对应烹饪参数和食材特征,保证调整后的预设成熟度等级在成熟度设别模型中具有与其对应的新的烹饪参数和新的食材特征。
此外,用户再次烹饪相同食材时,成熟度识别模型根据新的食材特征判断其成熟度,并根据成熟度调取与之对应的烹饪参数,烹饪完成后的食材的成熟度更加符合用户要求。
在上述任一技术方案中,预设成熟度等级包括:生、嫩、熟、过熟、焦化;相邻两个预设成熟度等级之间的子区间的数量为三个。
在该技术方案中,根据大众用户烹饪习惯及成熟度评价,预设成熟度等级包括但不限于:生、嫩、熟、过熟、焦化,用户可根据食材的当前成熟度反馈对应的反馈信息;相邻两个预设成熟度等级之间的子区间的数量为三个,并保证三个子区间所在相邻两个预设成熟度之间均等份,以将成熟度识别模型分为多个烹饪阶段。
在上述任一技术方案中,根据反馈信息,将当前成熟度对应的预设成熟度等级向相邻的两个预设成熟度等级调整预设数量的子区间的步骤,具体包括:反馈信息为偏生,将熟的预设成熟度等级朝向过熟一侧移动一个子区间,同时等比例展开生与调整后的熟之间的子区间,等比例压缩调整后的熟与焦化之间的子区间;反馈信息为偏熟,将熟的预设成熟度等级朝向嫩一侧移动一个子区 间,同时等比例压缩生与调整后的熟之间的子区间,等比例展开调整后的熟与焦化之间的子区间;反馈信息为合适,不调整熟的预设成熟度等级。
在该技术方案中,根据当前成熟度对应的预设成熟度等级向相邻的两个预设成熟度等级调整预设数量的子区间的步骤,包括但不局限于以下几种情况:
当反馈信息为偏生时,表示用户认为食材烹饪不足,应该继续烹饪一段时间。因此,将熟的预设成熟度等级朝向过熟的预设成熟度等级一侧移动一个子区间,进而扩大从生的预设成熟度等级到熟的预设成熟度等级区间在成熟度识别模型中的占比;同时缩小熟的预设成熟度等级到焦化的预设成熟度等级之间区间在成熟度识别模型中的占比。进一步地,对每一个子区间的时长进行调整,等比例展开生与调整后的熟之间的子区间,等比例压缩调整后的熟与焦化之间的子区间。
当反馈信息为偏熟时,表示用户认为食材过度烹饪,应该提前一段时间结束烹饪。因此,将熟的预设成熟度等级朝向嫩的预设成熟度等级一侧移动一个子区间,进而缩小从生的预设成熟度等级到嫩的预设成熟度等级区间在成熟度识别模型中的占比;扩大熟的预设成熟度等级到焦化的预设成熟度等级之间区间在成熟度识别模型中的占比。进一步地,对每一个子区间的时长进行调整,等比例压缩生与调整后的熟之间的子区间,等展开压缩调整后的熟与焦化之间的子区间。
当反馈信息为合适时,表示食材的当前成熟度符合用户口味。因此,不对成熟度识别模型进行调整。
本申请第二方面提供了一种计算机可读存储介质,其上存储有计算机程序,计算机程序被处理器执行时实现如本申请第一方面中任一项的烹饪设备的控制方法。
本申请提出的计算机可读存储介质,其上存储的计算机程序被处理器执行时,可实现如本申请第一方面中任一项的烹饪设备的控制方法。因此,具有上述烹饪设备的控制方法的全部有益效果,在此不再一一陈述。
本申请第三方面提供了一种烹饪设备的控制系统,包括:存储器,存储器被配置为适于存储计算机程序;处理器,处理器被配置为适于执行计算机程序以实现如本申请第一方面中任一项的烹饪设备的控制方法。
本申请提出的烹饪设备的控制系统,包括存储器和处理器。其中,处理器执行存储于存储器的计算机程序时,可实现如本申请第一方面中任一项的烹饪设备的控制方法。因此,具有上述烹饪设备的控制方法的全部有益效果,在此不再一一陈述。
本申请第四方面提供了一种烹饪设备,包括:主体,主体内设置有烹饪腔体,烹饪腔体内可放置食材;图像采集装置,设置于主体上,用于获取食材的图像信息,信息采集单元,设置于主体上,用于获取食材的当前成熟度对应的反馈信息;及如本申请第三方面的烹饪设备的控制系统,烹饪设备的控制系统与图像采集装置及信息采集单元电连接,并可根据反馈信息调整并保存食材对应的烹饪参数。
本申请提出的烹饪设备包括主体、图像采集装置、信息反馈单元及如本申请第三方面的烹饪设备的控制系统。其中,主体内设置有烹饪腔体,烹饪腔体内可放置食材;在食材的烹饪过程中,图像采集装置实时获取烹饪腔体内食材的图像信息,并将图像信息发送至烹饪设备的控制系统,烹饪设备的控制系统内根据食材的图像信息获取食材的当前成熟度,并在食材成熟后控制烹饪设备停止烹饪;烹饪结束后,信息采集单元获取用户对食材前成熟度对应的评价,得到食材当前成熟度对应的反馈信息,并将反馈信息发送至烹饪设备的控制系统;烹饪设备的控制系统根据反馈信息对成熟度识别模型进行训练,调整成熟度识别模型内相关信息,实现成熟度的自定义,满足不同用户对于食材成熟度的差异性需求,提升烹饪设备的智能性。
具体地,在对成熟度识别模型进行训练的过程中,调整成熟度识别模型内预设成熟度等级的分布、和预设成熟度等级与烹饪参数及食材特征的对应关系。
具体地,信息采集单元可采用语音识别方式、控制按键方式或触摸屏方式。
根据本申请上述技术方案的烹饪设备,还可以具有以下附加技术特征:
在上述技术方案中,烹饪设备还包括主控制器,主控制器设置于主体内部,烹饪设备的控制系统位于主控制器内部。
在该技术方案中,烹饪设备的主体内设置有主控制器,且烹饪设备的控制系统位于主控制器内部。在图像采集装置获取到食材的图像信息后,主控制器 根据接收到的图像信息识别食材种类及食材的当前成熟度。也即,上述食材种类及食材的当前成熟度的识别过程,均可在烹饪设备本地实现,无需连接外部网络,简化烹饪设备的结构。
在上述技术方案中,烹饪设备还包括主控制器和联网单元,主控制器设置于主体内部,并通过联网单元与远程服务器相连接,烹饪设备的控制系统位于远程服务器内部。
在该技术方案中,烹饪设备的主体内设置有主控制器和联网单元,且主控制通过联网单元与远程服务器相连接,烹饪设备的控制系统位于远程服务器内部。在图像采集装置获取到食材的图像信息后,主控制器通过联网单元将图像信息发送至远程服务器,远程服务器根据接收到的图像信息识别食材种类及食材的当前成熟度,而后将识别结果发送至主控制器。也即,上述食材种类及食材的当前成熟度的识别过程,是在远程服务器实现的,可降低对于主控制器内部程序的难度,简化研发制造成本。
在上述任一技术方案中,图像采集装置包括摄像头,用于获取食材的图像信息;图像处理单元,与摄像头及烹饪设备的控制系统电连接,用于将图像信息传递至烹饪设备的控制系统。
在该技术方案中,图像采集装置包括摄像头和图像处理单元。其中,摄像头可实时获取食材的图像信息,并将获取到的图像信息发送给图像处理单元;图像处理单元接收到食材的图像信息后,将图像信息发送至烹饪设备的控制系统;烹饪设备的控制系统识别食材的食材种类和当前成熟度,并调取与食材的当前成熟度相对应的烹饪参数,控制烹饪设备工作,直至烹饪结束。
具体地,图像处理单元还可对食材的图像信息进行简单处理,例如格式的转化,使得转化后的图像信息符合烹饪设备的控制系统的格式要求。
在上述任一技术方案中,还包括:加热单元,设置于主体内,并与主控制器电连接,主控制器根据烹饪参数控制加热单元工作;操作设置单元,设置于主体上,并与主控制器电连接,用于获取操作指令。
在该技术方案中,烹饪设备还包括加热单元和操作设置单元。其中,加热单元与主控制器电连接,主控制器在获取食材的当前成熟度后,会根据与食材当前成熟度相对应的烹饪参数控制加热单元工作,直至烹饪完成;操作设置单 元设置于主体上,可在烹饪开始前或烹饪过程中获取用户的操作指令,以控制烹饪程序工作。
具体地,主控制器可根据与食材当前成熟度调取不同的加热单元或调节加热单元的加热功率;用户可通过操作设置单元输入烹饪开始指令、输入烹饪暂停指令、输入烹饪停止指令、调取烹饪程序等等。
本申请第五方面提供了一种烹饪设备的控制方法,包括:获取食物的图像信息,识别图像信息以确定食物的食材种类;获取与食物对应的烹饪程序,根据烹饪程序控制烹饪设备工作;烹饪过程中,获取食物的成熟度等级并保存与成熟度等级对应的图像信息;根据成熟度等级及与成熟度等级对应的图像信息,创建与食材种类及烹饪程序对应的成熟度识别模型。
本申请提出的烹饪设备的控制方法,首先获取食物的图像信息,并通过识别图像信息的方式确定食物的食材种类;而后获取与食物对应的烹饪程序,并根据食材种类和烹饪程序确定食物的菜单,控制烹饪设备工作。在烹饪过程中,观察食物的变化,并获取用户设置的食物的成熟度等级,同时保存食物在每一个成熟度等级时的图像信息。在烹饪结束后,可以获取该食物的一个或多个成熟度等级,并保存了与每一个成熟度等级相对应的图像信息。因此,根据成熟度等级及与成熟度等级相对应的图像信息,创建与食材种类及烹饪程序相对应的成熟度识别模型。该成熟度成熟模型可在下一次采用相同烹饪程序烹饪相同食材种类的食物时,识别食物的成熟度,保证烹饪完成后的食物满需用户的成熟度要求,实现用户对于成熟度的自定义。
本申请提出的烹饪设备的控制方法,用户在食物烹饪过程中自行设置成熟度等级并保存与成熟度等级对应的图像信息,可创建与食材种类及烹饪程序相对应的成熟度识别模型,解决烹饪设备固化成熟度识别模型的问题,满足用户差异化的成熟度需求。当用户再次采用相同烹饪程序烹饪相同食材种类的食物时,烹饪设备就会根据与之相对应的成熟度识别模型去判断食物的成熟度,保证食物的烹饪效果,特别是成熟度效果。
根据本申请上述技术方案的烹饪设备的控制方法,还可以具有以下附加技术特征:
在上述技术方案中,进一步地,获取食物的成熟度等级并保存与成熟度等 级对应的图像信息的步骤,具体包括:显示食物的图像信息;获取与图像信息对应的成熟度设置指令;根据成熟度设置指令,设置成熟度等级并保存与成熟度等级对应的图像信息。
在该技术方案中,在烹饪过程中,食物的图像信息会根据食物的成熟度不同而发生变化,通过观察食物的图像信息变化情况,即可判断食物的成熟度。因此,本申请提出的烹饪设备的控制方法,在获取到食物的图像信息后,将食物的图像信息显示给用户,用户观察图像信息的变化情况,根据自身的标准判断食物的成熟度,并在食物的成熟度满足其自身标准后输入成熟度设置指令,以设置食物的成熟度等级,并保存食物在该成熟度等级时的图像信息。具体地,用户可在烹饪过程中输入一个或多个成熟度设置指令。
在烹饪过程中显示图像信息,使得用户实时了解食物的成熟度变化;通过成熟度设置指令设置成熟度等级,可实现用户对成熟度等级的自定义,满足用户的个性化设置。特别地,可实时显示食物的图像信息,使得用户实时获取食物的成熟度情况。
具体地,在烹饪过程中,食物的成熟度特征值会发生变化,而成熟度特征值的变化可基于图像信息观察得到,用户通过观察食物的成熟度特征值判断食物的成熟度。成熟度特征值包括但不限于:食物的颜色、食物的体积、食物的重量。
在上述任一技术方案中,进一步地,根据成熟度等级及与成熟度等级对应的图像信息,创建与食材种类及烹饪程序对应的成熟度识别模型的步骤,具体包括:记录食材种类和烹饪程序与成熟度等级的成熟度对应关系;记录食材种类和烹饪程序与图像信息的图像对应关系;根据成熟度对应关系和图像对应关系,创建成熟度识别模型。
在该技术方案中,不同食物在相同烹饪程序下处于相同成熟度等级时,其成熟度特征值并不相同,因此不同食材种类的食物需要不同的成熟度识别模型进行成熟度识别;同一种食物在不同烹饪程序下处于相同成熟度等级时,其成熟度特征值也并不相同,因此同一种食物在不同烹饪程序下,同样需要不同的成熟度识别模型进行成熟度识别。为此,本申请提出的烹饪设备的控制方法,在获取到食物的成熟度等级及相对应的图像信息后,记录食材种类和烹饪程序 与成熟度等级的成熟度对应关系,记录食材种类和烹饪程序与成熟度等级的成熟度对应关系;而后,基于成熟度对应关系和图像对应关系,创建与食材种类及烹饪程序相对应的成熟度识别模型。
根据成熟度对应关系和图像对应关系创建并保存成熟度识别模型,一方面可保证成熟度识别模型与食物的食材种类相匹配,另一方面可保证成熟度识别模型与食物的烹饪程序相匹配。当用户再次使用烹饪设备进行烹饪时,调取本次创建的成熟度识别模型进行识别,保证成熟度识别准确性。
在上述任一技术方案中,进一步地,创建成熟度识别模型的步骤之后,还包括:获取不同食材种类的多种食物,以及不同食物对应的烹饪程序、成熟度等级及与成熟度等级相对应的图像信息;根据食材种类、烹饪程序、成熟度等级及与成熟度等级相对应的图像信息,训练成熟度识别模型;保存训练后的成熟度识别模型。
在该技术方案中,在已经创建与食材种类及烹饪程序相对应的成熟度识别模型后,对创建的成熟度识别模型进行训练,以确保成熟度识别模型的准确性。具体地,获取不同食材种类的多种食物、并输入每一种食物相对应的烹饪程序,获取与食材种类及烹饪程序相对应的成熟度等级和图像信息,并基于上述信息构建成熟度训练数据包;通过成熟度训练数据包训练已经创建的成熟度识别模型,而后保存训练完成后的成熟度识别模型。
基于对成熟度识别模型的训练,一方面可保证成熟度识别模型与食物的食材种类及烹饪程序之间的对应关系,另一方面可保证成熟度识别模型满足用户需求。此外,该成熟度训练数据包在整个训练集中占有一定权重,用户训练次数越多,成熟度识别模型就会越接近用户对成熟度的自定义。用户下次启动自动模式,烹饪设备就会根据新训练完成的成熟度识别模型去判断食物的成熟度,从而实现用户自定义成熟度。
在上述任一技术方案中,进一步地,获取与食物对应的烹饪程序,根据烹饪程序控制烹饪设备工作的步骤,具体包括:调取与食材种类相对应的预置的烹饪程序,并根据烹饪程序控制烹饪设备工作;或获取与食材种类相对应的烹饪参数,并根据烹饪参数控制烹饪设备工作。
在该技术方案中,烹饪设备的内预置有不同的烹饪程序,而不同的食材种 类对应不同的烹饪程序。因此,在获取到食物的食材种类后,在烹饪设备的内部寻找与该食材种类相对应的烹饪程序。如果烹饪设备内预置与食材种类相对应的烹饪程序,直接调取与食材种类相对应的烹饪程控,并根据该烹饪程度控制烹饪设备工作;如果烹饪设备内没有预置与食材种类相对应的烹饪程序,则需要获取用户输入的烹饪参数,并根据用户输入的烹饪参数控制烹饪设备工作。具体地,烹饪参数包括但不局限于:烹饪模式、烹饪温度、烹饪时间等信息。
值得注意的是,在烹饪设备内预置与食材种类相对应的烹饪程序的情况下,用户仍然可以输入烹饪参数,并控制烹饪设备根据用户输入的烹饪参数工作。通过上述设置,可保证食材种类与烹饪程序之间的对应关系,更可保证创造的成熟度识别模型与烹饪程序及食材种类之间的对应关系,保证不同食材种类的食物的烹饪口感及成熟度,提升食物的烹饪效果及成熟度识别精度。
在上述任一技术方案中,进一步地,烹饪程序内设置有烹饪模式、烹饪时间和烹饪温度。
在该技术方案中,烹饪程序内包括但不局限于:烹饪模式、烹饪时间和烹饪温度。基于烹饪程序内上述信息的设置,可实现烹饪设备对于食物的不同烹饪方式。
在上述任一技术方案中,进一步地,成熟度等级包括:生、嫩、熟、过熟、焦化。
在该技术方案中,成熟度等级包括但不限于:生、嫩、熟、过熟、焦化。基于上述成熟度等级设置,可满足用户在烹饪过程中对食物处于不同成熟度的设置,实时对烹饪过程的全过程监控。
本申请第六方面提供了一种计算机可读存储介质,其上存储有计算机程序,计算机程序被处理器执行时实现如本申请第五方面中任一项的烹饪设备的控制方法。
本申请提出的计算机可读存储介质,其上存储的计算机程序被处理器执行时,可实现如本申请第五方面中任一项的烹饪设备的控制方法。因此,具有上述烹饪设备的控制方法的全部有益效果,在此不再一一陈述。
本申请第七方面提供了一种烹饪设备的控制系统,包括:存储器,存储 器被配置为适于存储计算机程序;处理器,处理器被配置为适于执行计算机程序以实现如本申请第五方面中任一项的烹饪设备的控制方法。
本申请提出的烹饪设备的控制系统,包括存储器和处理器。其中,处理器执行存储于存储器的计算机程序时,可实现如本申请第五方面中任一项的烹饪设备的控制方法。因此,具有上述烹饪设备的控制方法的全部有益效果,在此不再一一陈述。
本申请第八方面提供了一种烹饪设备,包括:主体,主体内可放置食物;图像采集装置,设置于主体上,用于获取食物的图像信息;操作设置单元,设置于主体上,用于获取食物对应的烹饪程序及成熟度设置指令;及如本申请第七方面的烹饪设备的控制系统,烹饪设备的控制系统与图像采集装置及操作设置单元电连接。
本申请提出的烹饪设备包括主体、图像采集装置、操作设置单元及如本申请第七方面的烹饪设备的控制系统。其中,主体内设置有烹饪腔体,烹饪腔体内可放置食物。在食物烹饪过程中,图像采集装置获取烹饪腔体内食物的图像信息,并将图像信息发送至烹饪设备的控制系统,烹饪设备的控制系统识别图像信息,并确定食物的食材种类;操作设置单元可获取与食物相对应的烹饪程序,并烹饪过程中获取用户输入的成熟度设置指令,烹饪设备的控制系统根据成熟度设置指令设置不同的成熟度等级,并保存与成熟度等级相对应的图像信息。
烹饪设备的控制系统根据成熟度等级及与成熟度等级相对应的图像信息,创建与食材种类及烹饪程序相对应的成熟度识别模型,该成熟度成熟模型用于识别食物的成熟度。
当用户下一次采用相同的烹饪程序烹饪相同食材种类的食物时,烹饪设备的控制系统根据本次创建的成熟度识别模型识别食物的成熟度,并在食物烹饪完成后控制烹饪设备停止工作,保证烹饪完成后的食物满足用户的成熟度要求。
本申请提出的烹饪设备可以解决烹饪设备被固化成熟度识别模型的缺陷,满足用户差异化的口味需求。
具体地,当烹饪设备内预置与食材种类相对应烹饪程序时,操作设置单元 直接调取与食材种类相对应烹饪程序,并根据该烹饪程序控制烹饪设备工作;当烹饪设备内没有预置与食材种类相对应烹饪程序时,在获取到食物的食材种类后,操作设置单元记录用户手动设置的烹饪参数,并根据该烹饪参数控制烹饪程序工作。其中,烹饪参数包括但不局限于:烹饪模式、烹饪温度、烹饪时间等信息。
根据本申请上述技术方案的烹饪设备,还可以具有以下附加技术特征:
在上述技术方案中,进一步地,烹饪设备还包括主控制器,主控制器设置于主体内部,烹饪设备的控制系统位于主控制器内部。
在该技术方案中,烹饪设备的主体内设置有主控制器,且烹饪设备的控制系统位于主控制器内部。在图像采集装置获取到食物的图像信息后,主控制器根据接收到的图像信息识别食物的食材种类。也即,上述食材种类的识别过程在烹饪设备本地实现,无需连接外部网络,简化烹饪设备的结构。
在上述技术方案中,进一步地,烹饪设备包括主控制器和联网单元,主控制器设置于主体内部,并通过联网单元与远程服务器相连接,烹饪设备的控制系统位于远程服务器内部。
在该技术方案中,烹饪设备的主体内设置有主控制器和联网单元,且主控制通过联网单元与远程服务器相连接,烹饪设备的控制系统位于远程服务器内部。在图像采集装置获取到食物的图像信息后,主控制器通过联网单元将图像信息发送至远程服务器,远程服务器根据接收到的图像信息识别食物的食材种类,而后将识别结果发送至主控制器。也即,上述食材种类的识别过程在远程服务器实现,可降低对于主控制器内部程序的难度,简化研发制造成本。
在上述任一技术方案中,进一步地,图像采集装置包括:摄像头,设置于主体上,用于获取食物的图像信息;图像处理单元,与摄像头及烹饪设备的控制系统电连接,用于将图像信息传递至烹饪设备的控制系统。
在该技术方案中,图像采集装置包括摄像头和图像处理单元。其中,摄像头可获取食物的图像信息,并将获取到的图像信息发送给图像处理单元;图像处理单元接收到食物的图像信息后,将图像信息发送至烹饪设备的控制系统;烹饪设备的控制系统对接收到的图像信息进行识别,进而获取食物的食材种类。
具体地,图像处理单元还可对食物的图像信息进行简单处理,例如格式的转化,使得转化后的图像信息符合烹饪设备的控制系统的格式要求。摄像头实时获取食物的图像信息。
在上述任一技术方案中,进一步地,还包括显示单元,与图像采集装置电连接,用于显示图像信息;加热单元,与主控制器电连接,主控制器根据烹饪程序控制加热单元工作。
在该技术方案中,烹饪设备还包括显示单元及加热单元。其中,显示单元与图像采集单元电连接,可将图像采集装置获取到的图像信息展示给用户,并提示用户输入成熟度设置指令;加热单元与主控制器电连接,主控制器控制加热单元工作,直至食物烹饪完成。
在上述任一技术方案中,进一步地,烹饪程序内设置有烹饪模式、烹饪时间、烹饪温度;和/或成熟度等级包括:生、嫩、熟、过熟、焦化。
在该技术方案中,烹饪程序内包括但不局限于:烹饪模式、烹饪时间和烹饪温度。基于烹饪程序内上述信息的设置,可实现烹饪设备对于食物的不同烹饪方式。
在该技术方案中,成熟度等级包括但不限于:生、嫩、熟、过熟、焦化。基于上述成熟度等级设置,可满足用户在烹饪过程中是食物处于不同成熟度的设置,实时对烹饪过程中的全过程监控。
本申请的附加方面和优点将在下面的描述部分中变得明显,或通过本申请的实践了解到。
附图说明
本申请的上述和/或附加的方面和优点从结合下面附图对实施例的描述中将变得明显和容易理解,其中:
图1是本申请一个实施例的烹饪设备的控制方法的示意流程图;
图2是本申请又一个实施例的烹饪设备的控制方法的示意流程图;
图3是图2所示实施例的烹饪设备的控制方法中步骤210的具体示意流程图;
图4是本申请又一个实施例的烹饪设备的控制方法的示意流程图;
图5是本申请一个实施例的烹饪设备的控制系统的结构框图;
图6是本申请一个实施例的烹饪设备的结构框图;
图7是图6所示实施例的烹饪设备的具体工作示意流程图;
图8是本申请又一个实施例的烹饪设备的控制方法的示意流程图;
图9是图8所示实施例的烹饪设备的控制方法中步骤606的具体示意流程图;
图10是图8所示实施例的烹饪设备的控制方法中步骤608的具体示意流程图;
图11是本申请又一个实施例的烹饪设备的控制方法的示意流程图;
图12是本申请一个实施例的烹饪设备的控制系统的结构框图;
图13是本申请一个实施例的烹饪设备的结构框图;
图14是图13所示实施例的烹饪设备的具体工作示意流程图。
具体实施方式
为了能够更清楚地理解本申请的上述目的、特征和优点,下面结合附图和具体实施方式对本申请进行进一步的详细描述。需要说明的是,在不冲突的情况下,本申请的实施例及实施例中的特征可以相互组合。
在下面的描述中阐述了很多具体细节以便于充分理解本申请,但是,本申请还可以采用其他不同于在此描述的其他方式来实施,因此,本申请的保护范围并不受下面公开的具体实施例的限制。
下面参照图1至图14来描述根据本申请一些实施例提供的烹饪设备的控制方法、计算机可读存储介质、烹饪设备的控制系统及烹饪设备。
实施例一:
图1是本申请第一个实施例的烹饪设备的控制方法的示意流程图,如图1所示,该烹饪设备的控制方法包括:
步骤102,烹饪完成后,获取食材的当前成熟度对应的反馈信息;
步骤104,根据反馈信息,调整并保存食材对应的烹饪参数。
本实施例提供的烹饪设备的控制方法,在烹饪完成后获取用户对于食材当前成熟度的反馈信息,进而可以确当食材的当前成熟度是否满足用户的饮食 习惯;根据反馈信息调整并保存食材对应的烹饪参数,使得调整并保存后的烹饪参数满足用户对于成熟度的要求。在下一次烹饪时,通过本次调整并保存的烹饪参数进行烹饪,保证烹饪完成后食材的成熟度符合用户对于成熟度的要求,保证食材的烹饪效果。
在烹饪结束后获取用户对于食材当前成熟度的反馈信息,可获取用户对于在该烹饪参数下烹饪完成的食材的成熟度评价;不同的用户对比食材具有不同的成熟度要求。通过本申请提供的烹饪设备的控制方法,可满足用户对于食材成熟度的差异性需求,实现用于对于烹饪设备烹饪食材自定义成熟度,提升烹饪设备的智能型。
实施例二:
图2是本申请第二个实施例的烹饪设备的控制方法的示意流程图,如图2所示,该烹饪设备的控制方法包括:
步骤202,获取烹饪设备内的食材的图像信息;
步骤204,识别图像信息,获取食材的食材类别和食材特征;
步骤206,根据食材类别和食材特征,确定食材的当前成熟度;
步骤208,烹饪完成后,获取食材的当前成熟度对应的反馈信息;
步骤210,根据反馈信息,调整并保存食材对应的烹饪参数。
本实施例提供的烹饪设备的控制方法,可通过图像识别的方式获取食材的食材类别及食材特征。其中,在烹饪过程中,首先获取烹饪设备内食材的图像信息,并对食材的图像信息进行识别;通过识别食材的图像信息,可以获取到食材的食材类别及食材特征;而后根据食材的食材类别及食材特征,确定食材的当前成熟度;在判断食材已经成熟后,烹饪设备停止工作。
具体地,不同类别的食材具有不同的外观特征(包括但不局限于颜色、形状等等),不同类别的食材具有不同的图像信息。因此,在获取到烹饪设备内食材的图像信息后,将其与预存的图像信息进行比对,便可获知食材的食材类别。
具体地,同一种食材的食材特征会在烹饪过程中不断变化(例如食材颜色的变化、食材体积的变化、食材重量的变化等等)。因此,实时观察食材特征的变化,便可获知食材的当前成熟度。
进一步地,图3示出了图2所示实施例的烹饪设备的控制方法中步骤210的具体示意流程图,步骤210具体包括:
步骤2102,在相邻两个预设成熟度等级之间设置多个子区间;
步骤2104,根据反馈信息,将当前成熟度对应的预设成熟度等级向相邻的两个预设成熟度等级调整预设数量的子区间;
步骤2106,调整当前成熟度对应的预设成熟度等级在成熟度识别模型中对应烹饪参数和食材特征。
在该实施例中,首先在相邻两个预设成熟度等级之间设置多个子区间,以将成熟度识别模型分为多个烹饪阶段,且每一个子区间对应一定的烹饪时长,每个成熟度阶段对应不同的成熟度;根据用户的反馈信息调整将当前成熟度对应的预设成熟度等级在成熟度识别模型中的具体位置。同时调整当前成熟度对应的预设成熟度等级在成熟度识别模型中对应烹饪参数和食材特征。
基于上述调整,当用户再次烹饪相同食材时,成熟度识别模型根据调整后的预设成熟度等级与食材特征的对应关系判断食材的成熟度,并根据食材的成熟度获取对应的烹饪参数,保证对食材的烹饪效果,使得烹饪完成后的食材的成熟度更加符合用户要求。
具体地,根据大众用户烹饪习惯及成熟度评价,预设成熟度等级包括但不限于:生、嫩、熟、过熟、焦化。上述预设成熟度等级可满足用户对于食材不同的成熟度需求,并可获取用户对于食材当前成熟度的具体评价。
具体地,相邻两个预设成熟度等级之间的子区间的数量为三个,并保证三个子区间所在相邻两个预设成熟度之间均等份,以将成熟度识别模型分为多个烹饪阶段。
更进一步地,调整当前成熟度对应的预设成熟度等级在成熟度识别模型中对应烹饪参数和食材特征的具体方式,包括但不局限于以下几种情况:
第一种情况为反馈信息为偏生,此时表示用户认为食材烹饪不足,应该继续烹饪一段时间。因此,将熟的预设成熟度等级朝向过熟的预设成熟度等级一侧移动一个子区间,进而扩大从生的预设成熟度等级到熟的预设成熟度等级区间在成熟度识别模型中的占比;同时缩小熟的预设成熟度等级到焦化的预设成熟度等级之间区间在成熟度识别模型中的占比。进一步地,对每一个子区间 的时长进行调整,等比例展开生与调整后的熟之间的子区间,等比例压缩调整后的熟与焦化之间的子区间。
第二种情况为反馈信息为偏熟,此时表示用户认为食材过度烹饪,应该提前一段时间结束烹饪。因此,将熟的预设成熟度等级朝向嫩的预设成熟度等级一侧移动一个子区间,进而缩小从生的预设成熟度等级到嫩的预设成熟度等级区间在成熟度识别模型中的占比;扩大熟的预设成熟度等级到焦化的预设成熟度等级之间区间在成熟度识别模型中的占比。进一步地,对每一个子区间的时长进行调整,等比例压缩生与调整后的熟之间的子区间,等展开压缩调整后的熟与焦化之间的子区间。
第三种情况为反馈信息为合适,此时表示用户认为食材的当前成熟度符合其对于食材的成熟度要求。因此,不对成熟度识别模型进行调整。
实施例三:
图4是本申请第三个实施例的烹饪设备的控制方法的示意流程图,如图4所示,该烹饪设备的控制方法包括:
步骤302,获取烹饪设备内的食物的图像信息;
步骤304,识别图像信息,获取食材的食材类别和食材特征;
步骤306,根据食材类别和食材特征,确定食材的当前成熟度;
步骤308,烹饪完成时,提醒并显示当前成熟度;
步骤310,烹饪完成后,获取食材的当前成熟度对应的反馈信息;
步骤312,根据反馈信息,调整并保存食材对应的烹饪参数。
该实施例提出的烹饪设备的控制方法,在烹饪完成且已经获知食材的当前成熟度后,显示并提示食材的当前成熟度,使得用户可以了解食材的当前成熟度;用户便可根据自身习惯对食材的当前成熟度做出评价,将对食材当前成熟度的反馈信息反馈给烹饪设备,使得烹饪设备根据用户的反馈信息调整烹饪参数,实现用户对于烹饪参数的调整,实现用户比食材成熟度的自定义。
实施例四:
本申请第四个实施例提出了一种计算机可读存储介质,其上存储的计算机程序被处理器执行时,可实现如本申请上述任一实施例的烹饪设备的控制方法。因此,具有上述烹饪设备的控制方法的全部有益效果,在此不再一 一陈述。
实施例五:
如图5所示,本申请第五个实施例提出了一种烹饪设备的控制系统400,包括存储器402和处理器404。其中,处理器404执行存储于存储器402的计算机程序时,可实现如本申请上述任一实施例的烹饪设备的控制方法。因此,具有上述烹饪设备的控制方法的全部有益效果,在此不再一一陈述。
实施例六:
如图6所示,本申请第六个实施例提出了一种烹饪设备,包括:主体、图像采集装置、信息采集单元及如本申请实施例五的烹饪设备的控制系统。
其中,主体内的烹饪腔体可放置并烹饪食材;图像采集装置可在烹饪过程中实时获取食材的图像信息;烹饪设备的控制系统可根据食材的图像信息获取食材的当前成熟度,进而根据食材的当前成熟度调整烹饪参数,直至烹饪结束;信息采集单元可在烹饪结束后获取用户对食材当前成熟度的反馈信息,而后烹饪设备的控制系统根据反馈信息调整与食材相对应的烹饪参数。
本申请提出的烹饪设备,可在食材烹饪完成后获取用户对食材的当前成熟度的反馈信息,进而根据反馈信息训练成熟度识别模型,实现食材成熟度的自定义,满足用户对于食材成熟度的差异性需求,提升烹饪设备的智能性。
具体地,成熟度识别模型包括预设成熟度等级和与预设成熟度等级对应的烹饪参数、食材类别及食材特征。在对成熟度识别模型进行训练的过程中,基于反馈信息调整预设成熟度等级在成熟度识别模型内的分布,并相应地改变与预设成熟度等级相对应的烹饪参数及食材特征。
具体地,如图6所示,图像采集装置包括摄像头504和图像处理单元506。其中,摄像头504可实时获取食材的图像信息,并将获取到的图像信息发送给图像处理单元506;图像处理单元506将图像信息发送至烹饪设备的控制系统,使得烹饪设备的控制系统识别不同的成熟度等级并进行后续工作。
特别地,图像处理单元506还可对食材的图像信息进行简单处理,例如格式的转化,使得转化后的图像信息符合烹饪设备的控制系统的格式要求。
进一步地,如图6所示,烹饪设备还包括加热单元510和操作设置单元514。其中,操作设置单元514可在烹饪开始前或烹饪过程中获取用户的操作 指令,以控制烹饪程序工作;主控制器502可根据与食材当前成熟度调取不同的加热单元510或调节加热单元510的加热功率,保证对食材的烹饪效果。
在该实施例中,识别食材的食材类型和食材特征的步骤可以在烹饪设备本地执行,也可在远程服务器执行,具体如下:
烹饪设备的主体内设置有主控制器502,且烹饪设备的控制系统位于主控制器502内部在图像采集装置获取到食材的图像信息后,主控制器502根据接收到的图像信息识别食材种类及食材成熟度。即在烹饪设备本地识别食材的食材类型和食材特征。该方式无需连接外部网络,可以简化烹饪设备的结构。
烹饪设备的主体内设置有主控制器502和联网单元508,且主控制通过联网单元508与远程服务器相连接,烹饪设备的控制系统位于远程服务器内部。在图像采集装置获取到食材的图像信息后,主控制器502通过联网单元508将图像信息发送至远程服务器,远程服务器根据接收到的图像信息识别食材种类及食材的当前成熟度,而后将识别结果发送至主控制器502。即在远程服务器识别食材的食材类型和食材特征。该方式可降低对于主控制器502内部程序的难度,简化研发制造成本。
具体实施例一:
现有技术中,在摄像头自动识别类的应用上,摄像头会持续拍摄食物的颜色,根据食物的颜色信息判断食物的成熟度;但这种判断模型是厂商预先训练好的固化模型,食物的成熟度比较固定,用户不能根据口味喜好差异化的设置。
本申请提出的烹饪设备及其控制方法,可以解决烹饪设备的固化烹饪模型,满足用户差异化的口味需求。
具体地,本申请提出的烹饪设备在智能烹饪模式下,全自动为用户烹饪食物;在烹饪完成后,在交互界面上让用户评价烹饪效果,比如,偏生、刚好、偏熟。烹饪设备的控制系统根据用户的反馈,重新调整烹饪程序或者重新训练成熟度识别模型。
如图6所示,本申请提出的烹饪设备,包括主控制器502、摄像头504和图像处理单元506、联网单元508、加热单元510、显示单元512和操作设置单元514。
如图6所示,在智能烹饪模式下,用户将待烹饪食物放入烹饪设备,烹饪设备的控制系统通过摄像头504拍摄烹饪设备内食物的图像,图像通过图像处理单元506处理后,将处理后的图像传输到主控制器502。
识别图像可采用两种方式,第一种是通过主控制器502进行识别,主控制器502内的食物类型识别模型识别食物的种类,食物成熟度识别模型识别食材的当前成熟度;第二种是通过远程服务器进行识别,主控制器502通过联网单元508将图像上传到远程服务器,远程服务器内的食物类型识别模型识别食物的种类,成熟度识别模型识别食材的当前成熟度,再将识别到的食物种类和当前成熟度通过联网单元508返回给主控制器502。
主控制器502获取到食材的食物种类和当前成熟度后,根据食物种类和当前成熟度,调取并控制加热单元510烹饪食物。当成熟度识别结果为成熟时,停止加热单元510,提醒用户完成烹饪,并在显示单元512上显示熟度反馈,用户可以根据喜好选着当前烹饪效果是偏生、刚好、偏熟。烹饪设备的控制系统监控用户的反馈信息,并重新训练成熟度识别模型。
具体地,在成熟度识别模型中,食物的成熟度根据食物的食材特征不同,从生到焦化标注一个或者多个成熟度。比如分成生、嫩、熟、过熟、焦化五个预设成熟度等级,每个预设成熟度等级到下一个预设成熟度等级之间等分成三个等时间间隔的子区间,共十三个成熟度阶段。当用户反馈信息为偏生时,标注为熟的预设成熟度等级往过熟方向移动一个阶段,从生到新熟点之间所有的阶段等比例展开,从新熟到焦化之间所有的阶段等比例压缩。相反,如果用户反馈信息为偏熟时,标注为成熟的预设成熟度等级则往生的方向移动一个阶段,从生到新熟点之间所有的阶段等比例压缩,从新熟到焦化之间的所有阶段等比例展开。如果用户反馈为刚好,保持原模型。完成上述标注后,再重新调整烹饪程序或者训练熟度识别模型。
本申请提出的烹饪设备,食物种类识别模型和成熟度识别模型可部署在系统本地,也可部署在远程服务器上;成熟度训练过程,可以是在系统本地进行训练,也可以是在远程服务器上进行训练。对成熟度的训练,采用智能方式,根据用户反馈结果来调整熟度识别模型;根据用户反馈信息调整成熟度识别模型,记录用户使用操作信息调整烹饪程序,用户自定义 成熟度,用户自定义智能菜单。
具体地,以智能烤箱智能菜单自定义为例,对本申请提出的烹饪设备的控制方法进行解释说明。如图7所示,其具体实施步骤如下:
第一步:用户根据所烹饪食物类型,在用户交互界面选择相应菜单;
第二步:主控器根据用户所选择的菜单启动烹饪程序,控制加热单元进行烹饪;
第三步:烹饪结束后,在用户交互界面提示用户对烹饪成熟度进行评价;
第四步:记录用户输入信息,根据输入信息重新调整烹饪程序,实现用户修改烹饪程序进而调整成熟度。
在烤箱设备上,用户选择某烧烤程序并完成加热后,在用户交互界面上提示用户对食物成熟度进行评价,可以选择“偏生”、“刚好”、“偏熟”三个判断,用户根据颜色、气味、口感特性做出成熟度判断。如烤箱根据菜单默认烹饪程序烧烤结束后,实际成熟度为正常,而用户习惯将食物烤的更熟一些,可以选择“偏生”。主控制器在监控到用户的选择后,根据用户的选择,调整烧烤程序的时间,保存并替换原有烹饪程序。用户在下一次使用当前菜单时,主控制器就会调取新的烧烤程序进行烧烤。通过本反馈过程可以使食物成熟度更接近用户的偏好,从而实现食物成熟度自定义。
实施例七:
图8是本申请第七个实施例的烹饪设备的控制方法的示意流程图,如图8所示,该烹饪设备的控制方法包括:
步骤602,获取食物的图像信息,识别图像信息以确定食物的食材种类;
步骤604,获取与食物对应的烹饪程序,根据烹饪程序控制烹饪设备工作;
步骤606,烹饪过程中,获取食物的成熟度等级并保存与成熟度等级对应的图像信息;
步骤608,根据成熟度等级及与成熟度等级对应的图像信息,创建与食材种类及烹饪程序对应的成熟度识别模型。
本申请第七个实施例提出的烹饪设备的控制方法,获取食物的图像信息, 并通过识别图像信息的方式确定食物的食材种类;获取与食物对应的烹饪程序,并控制烹饪设备工作。在烹饪过程中,获取用户设置的食物的成熟度等级,同时保存食物在每一个成熟度等级时的图像信息。烹饪结束后,根据成熟度等级及与成熟度等级相对应的图像信息,创建与食材种类及烹饪程序相对应的成熟度识别模型。当用户再次采用相同烹饪程序烹饪相同食材种类的食物时,调取本次建立的成熟度识别模型去判断食物的成熟度,保证食物的烹饪效果,特别是成熟度效果。
本申请提出的烹饪设备的控制方法,实现用户对于成熟度的自定义,可保证烹饪完成后的食物满足用户对成熟度的要求,解决烹饪设备固化成熟度识别模型的问题,满足用户差异化的成熟度需求。
进一步地,图9示出了图8所示实施例的烹饪设备的控制方法中步骤606的具体示意流程图。如图9所示,获取食物的成熟度等级并保存与成熟度等级对应的图像信息的步骤,具体包括:
步骤6062,显示食物的图像信息;
步骤6064,获取与图像信息对应的成熟度设置指令;
步骤6066,根据成熟度设置指令,设置成熟度等级并保存与成熟度等级对应的图像信息。
在烹饪过程中,食物的成熟度特征值会发生变化,而成熟度特征值的变化可通过图像信息观察得到,用户通过观察食物的成熟度特征值判断食物的成熟度。通过观察烹饪过程中食物的图像信息变化,即可实时了解食物在烹饪过程中的成熟度变化情况。
因此,本实施例提出的烹饪设备的控制方法,在获取到食物的图像信息后,将食物的图像信息显示给用户;用户观察图像信息的变化情况,根据自身的标准判断食物的成熟度,并在食物的成熟度满足其自身标准后输入成熟度设置指令,而后根据用户输入的成熟度设置指令设置食物的成熟度等级,并保存食物在该成熟度等级时的图像信息。
具体地,烹饪设备的控制方法通过屏幕显示的方式展示食物的图像信息,并采用图像或语音的方式提示用户输入成熟度设置指令。用户可在烹饪过程中输入一个或多个成熟度设置指令。每一个成熟度设置指令均对应有一个 成熟度等级及与之相对应的图像信息。
更具体地,如果用只输入一个成熟度设置命令,默认该成熟度设置指令设置的成熟度等级为熟;如果用输入多个成熟度设置命令,可根据食物的成熟度情况具体设置成熟度等级。成熟度设置命令的数量越多,有利于提升成熟度识别模型建立的准确性。
具体地,成熟度特征值包括但不限于:食物的颜色、食物的体积、食物的重量;上述成熟度特征值均可通过图像识别获取。
进一步地,图10示出了图8所示实施例的烹饪设备的控制方法中步骤608的具体示意流程图。如图10所示,根据成熟度等级及与成熟度等级对应的图像信息,创建与食材种类及烹饪程序对应的成熟度识别模型的步骤,具体包括:
步骤6082,记录食材种类和烹饪程序与成熟度等级的成熟度对应关系;
步骤6084,记录食材种类和烹饪程序与图像信息的图像对应关系;
步骤6086,根据成熟度对应关系和图像对应关系,创建成熟度识别模型。
不同食物在相同烹饪程序下处于相同成熟度等级时,其成熟度特征值并不相同。以红烧鸡翅和红烧牛肉为例,当采用食物的颜色作为成熟度特征值时,显然牛肉的颜色要更深一些。因此,红烧鸡翅和红烧牛肉需要不同的成熟度识别模型进行成熟度识别。也即,不同食材种类的食物需要不同的成熟度识别模型进行成熟度识别。
同一种食物在不同烹饪程序下处于相同成熟度等级时,其成熟度特征值也并不相同。以红烧鸡翅和炸鸡翅为例,当采用食物的颜色作为成熟度特征值时,在红烧鸡翅与炸鸡翅处于相同成熟度等级的情况下,红烧鸡翅的颜色要更深一些。因此,红烧鸡翅和炸鸡翅需要不同的成熟度识别模型进行成熟度识别。也即,同一种食材种类的食物在不同的烹饪模式下,同样需要不同的成熟度识别模型进行成熟度识别。
基于上述情况,本实施例在获取到食物的成熟度等级及相对应的图像信息后,记录食材种类和烹饪程序与成熟度等级的成熟度对应关系,记录食材种类和烹饪程序与成熟度等级的成熟度对应关系;而后,基于成熟度对应关系和图像对应关系,创建与食材种类及烹饪程序相对应的成熟度识别模型。
根据成熟度对应关系和图像对应关系创建并保存成熟度识别模型,一方面可保证成熟度识别模型与食物的食材种类相匹配,另一方面可保证成熟度识别模型与食物的烹饪程序相匹配。
此外,当用户再次使用烹饪设备进行烹饪时,调取本次创建的成熟度识别模型进行识别,保证成熟度识别准确性。
实施例八:
图11是本申请又一个实施例的烹饪设备的控制方法的示意流程图,如图11所示,该烹饪设备的控制方法包括:
步骤702,获取食物的图像信息,识别图像信息以确定食物的食材种类;
步骤704,获取与食物对应的烹饪程序,根据烹饪程序控制烹饪设备工作;
步骤706,烹饪过程中,获取食物的成熟度等级并保存与成熟度等级对应的图像信息;
步骤708,根据成熟度等级及与成熟度等级对应的图像信息,创建与食材种类及烹饪程序对应的成熟度识别模型;
步骤710,获取不同食材种类的多种食物,以及不同食物对应的烹饪程序、成熟度等级及与成熟度等级相对应的图像信息;
步骤712,根据食材种类、烹饪程序、成熟度等级及与成熟度等级相对应的图像信息,训练成熟度识别模型;保存训练后的成熟度识别模型。
本实施例提出的烹饪设备的控制方法与实施例七相比较,增加了训练成熟度识别模型的步骤。也即,在已经创建与食材种类及烹饪程序相对应的成熟度识别模型后,对创建的成熟度识别模型进行训练,以确保成熟度识别模型的准确性。具体地,获取不同食材种类的多种食物、并输入每一种食物相对应的烹饪程序,获取与食材种类及烹饪程序相对应的成熟度等级和图像信息,并基于上述信息构建成熟度训练数据包。通过成熟度训练数据包训练已经创建的成熟度识别模型,而后保存训练完成后的成熟度识别模型。
基于对成熟度识别模型的训练,一方面可保证成熟度识别模型与食物的食材种类及烹饪程序之间的对应关系,另一方面可保证成熟度识别模型满足用户需求。此外,该成熟度训练数据包在整个训练集中占有一定权重,用户训练次数越多,成熟度识别模型就会越接近用户对成熟度的自定义。用户下次启动自 动模式,烹饪设备就会根据新训练完成的成熟度识别模型去判断食物的成熟度,从而实现用户自定义成熟度。
在上述任一实施例中,烹饪程序内包括但不局限于:烹饪模式、烹饪时间和烹饪温度。基于烹饪程序内上述信息的设置,可实现烹饪设备对于食物的不同烹饪方式。
在上述任一实施例中,成熟度等级包括但不限于:生、嫩、熟、过熟、焦化。基于上述成熟度等级设置,可满足用户在烹饪过程中对食物处于不同成熟度的设置,实时对烹饪过程的全过程监控。
在实施例一与实施例二的基础上,获取与食物对应的烹饪程序,根据烹饪程序控制烹饪设备工作可采用两种方式:
方式一:当烹饪设备内预置与食材种类相对应的烹饪程序时,在获取到食物的食材种类后,可直接调取与食材种类相对应的烹饪程序,并根据该烹饪程序控制烹饪设备工作。
方式二:当烹饪设备内没有预置与食材种类相对应的烹饪程序时,提示用户输入的烹饪参数,并记录用户输入的烹饪参数,而后根据用户输入的烹饪参数控制烹饪设备工作。其中,烹饪参数包括但不局限于:烹饪模式、烹饪温度、烹饪时间等信息。
此外,在烹饪设备内预置与食材种类相对应的烹饪程序的情况下,用户仍然可以输入烹饪参数,并控制烹饪设备根据用户输入的烹饪参数工作。
通过上述控制方式,可保证食材种类与烹饪程序之间的对应关系,更可保证创造的成熟度识别模型与烹饪程序及食材种类之间的对应关系,保证不同食材种类的食物的烹饪口感及成熟度,提升食物的烹饪效果及成熟度识别精度。
实施例九:
本申请第九个实施例提出了一种计算机可读存储介质,其上存储有计算机程序,计算机程序被处理器执行时实现如本申请上述任一实施例的烹饪设备的控制方法。因此,具有上述烹饪设备的控制方法的全部有益效果,在此不再一一陈述。
实施例十:
如图12所示,本申请第十个实施例提出了一种烹饪设备的控制系统 800,包括存储器802和处理器804。
其中,处理器804执行存储于存储器802的计算机程序时,可实现如本申请上述任一实施例的烹饪设备的控制方法。因此,具有上述烹饪设备的控制方法的全部有益效果,在此不再一一陈述。
实施例十一:
本申请第十一个实施例提出了一种烹饪设备,包括主体、图像采集装置、操作设置单元及如本申请实施例四的烹饪设备的控制系统。
其中,主体内设置有烹饪腔体,烹饪腔体内可放置食物。在食物烹饪过程中,图像采集装置获取烹饪腔体内食物的图像信息,并将图像信息发送至烹饪设备的控制系统,烹饪设备的控制系统识别图像信息,并确定食物的食材种类;操作设置单元可获取与食物相对应的烹饪程序,并烹饪过程中获取用户输入的成熟度设置指令,烹饪设备的控制系统根据成熟度设置指令设置不同的成熟度等级,并保存成熟度等级相对应的图像信息。
烹饪设备的控制系统根据成熟度等级及与成熟度等级相对应的图像信息,创建与食材种类及烹饪程序相对应的成熟度识别模型,该成熟度成熟模型用于识别食物的成熟度。
当用户下一次采用相同的烹饪程序烹饪相同食材种类的食物时,烹饪设备的控制系统根据本次创建的成熟度识别模型识别食物的成熟度,并在食物烹饪完成后控制烹饪设备停止工作,保证烹饪完成后的食物满需用户的成熟度要求。
具体地,当烹饪设备内预置与食材种类相对应烹饪程序时,操作设置单元直接调取与食材种类相对应烹饪程序;当烹饪设备内没有预置与食材种类相对应烹饪程序时,在获取到食物的食材种类后,操作设置单元记录用户手动设置的烹饪参数,并根据该烹饪参数控制烹饪程序工作。其中,烹饪参数包括但不局限于:烹饪模式、烹饪温度、烹饪时间等信息。
具体地,图像采集装置包括摄像头和图像处理单元。其中,摄像头可实时获取食物的图像信息,并将获取到的图像信息发送给图像处理单元;图像处理单元接收到食物的图像信息后,将图像信息发送至烹饪设备的控制系统;烹饪设备的控制系统对接收到的图像信息进行识别,进而获取食物的食材种类。
特别地,图像处理单元还可对食物的图像信息进行简单处理,例如格式的转化,使得转化后的图像信息符合烹饪设备的控制系统的格式要求。
进一步地,烹饪设备还包括显示单元及加热单元。其中,显示单元与图像采集单元电连接,可将图像采集装置获取到的图像现象展示给用户,并提示用户输入成熟度设置指令;加热单元与主控制器电连接,主控制器控制加热单元工作,直至食物烹饪完成。
具体地,烹饪程序内包括但不局限于:烹饪模式、烹饪时间和烹饪温度;基于烹饪程序内上述信息的设置,可实现烹饪设备对于食物的不同烹饪方式。成熟度等级包括但不限于:生、嫩、熟、过熟、焦化;基于上述成熟度等级设置,可满足用户在烹饪过程中是食物处于不同成熟度的设置,实时对烹饪过程中的全过程监控。
在该实施例中,识别食物的食材种类的步骤,可采用以下两种方式:
识别食物的食材种类的步骤在烹饪设备本地执行。烹饪设备的主体内设置有主控制器,且烹饪设备的控制系统位于主控制器内部。在图像采集装置获取到食物的图像信息后,主控制器根据接收到的图像信息识别食物的食材种类。该方式无需连接外部网络,简化烹饪设备的结构。
识别食物的食材种类的步骤在远程服务器执行。烹饪设备的主体内设置有主控制器和联网单元,且主控制通过联网单元与远程服务器相连接,烹饪设备的控制系统位于远程服务器内部。在图像采集装置获取到食物的图像信息后,主控制器通过联网单元将图像信息发送至远程服务器,远程服务器根据接收到的图像信息识别食物的食材种类,而后将识别结果发送至主控制器。该方式可降低对于主控制器内部程序的难度,简化研发制造成本。
具体实施例二:
本实施例提出的烹饪设备及其控制方法,可以解决烹饪设备的固化烹饪模型,满足用户差异化的口味需求。
具体地,本实施例提出的烹饪设备在用户自定义模式下,用户可手动设置工作模式和设置成熟度等级,烹饪设备的控制系统监控用户的操作设置和设置结果,重新调整烹饪程序或者重新训练成熟度识别模型。
如图13所示,本实施例提出的烹饪设备,包括:主控制器902、摄像 头904和图像处理单元906、联网单元908、加热单元910、显示单元912和操作设置单元914。
图14示出了该烹饪设备的具体工作示意流程图。如图14所示,在该烹饪设备的使用过程中,用户将待烹饪的食物放入烹饪设备,烹饪设备的控制系统通过摄像头904拍摄烹饪设备内食物的图像信息,图像信息通过图像处理单元906处理后,将处理后的图像传输到主控制器902,在主控制器902内部的食材种类识别模型识别食物的食材种类;或者通过与主控制器902连接的联网单元908,将图像信息上传到远程服务器,在远程服务器上通过食材种类识别模型识别食物的食材种类,再将识别到的食材种类通过联网单元908返回给主控制器902。
在主控制器902上显示识别到的食材种类,并在显示单元912上引导用户通过操作设置单元914设置烹饪程序,烹饪程序内具有烹饪模式,烹饪时间,烹饪温度。
烹饪开始后,在显示单元912上提示用户对食物的成熟度进行标注,用户可以通过输入成熟度设置指令的方式标注一个或者多个成熟度等级,用户每标注一个成熟度等级就记录当时的图像信息,直到烹饪结束。
将食材种类、用户输入的烹饪程序、用户设置的成熟度等级及相对应的图像信息组成一个成熟度训练数据包;成熟度数据包在烹饪设备本地或者通过联网单元908发送到远程服务器进行成熟度识别模型训练;训练后的成熟度识别模型部署在本地系统或者远程服务器。
新的成熟度训练数据包在整个训练集中占有一定权重,用户训练次数越多,成熟度识别模型就会越接近用户对熟度定义。用户下次启动自动模式,烹饪设备的控制系统就会根据新的成熟度识别模型去判断食物的成熟度,从而实现用户自定义成熟度。
本实施例可以根据用户习惯来调整成熟度识别模块对食物成熟度的判断;用户可以自己标注成熟度等级,再训练成熟度识别模型。使得烹饪设备可以根据用户的习惯调整烹饪设置,满足用户的差异化需求,让烹饪设备更加智能。
此外,食材种类识别模型、成熟度识别模型可部署在烹饪设备本地, 也可部署在远程服务器上;成熟度识别模型的训练过程,可以是在烹饪设备本地进行训练,也可以是在远程服务器上进行训练。
在本申请中,术语“多个”则指两个或两个以上,除非另有明确的限定。术语“安装”、“相连”、“连接”、“固定”等术语均应做广义理解,例如,“连接”可以是固定连接,也可以是可拆卸连接,或一体地连接;“相连”可以是直接相连,也可以通过中间媒介间接相连。对于本领域的普通技术人员而言,可以根据具体情况理解上述术语在本申请中的具体含义。
在本说明书的描述中,术语“一个实施例”、“一些实施例”、“具体实施例”等的描述意指结合该实施例或示例描述的具体特征、结构、材料或特点包含于本申请的至少一个实施例或示例中。在本说明书中,对上述术语的示意性表述不一定指的是相同的实施例或实例。而且,描述的具体特征、结构、材料或特点可以在任何的一个或多个实施例或示例中以合适的方式结合。
以上所述仅为本申请的优选实施例而已,并不用于限制本申请,对于本领域的技术人员来说,本申请可以有各种更改和变化。凡在本申请的精神和原则之内,所作的任何修改、等同替换、改进等,均应包含在本申请的保护范围之内。

Claims (25)

  1. 一种烹饪设备的控制方法,其中,包括:
    烹饪完成后,获取食材的当前成熟度对应的反馈信息;
    根据所述反馈信息,调整并保存所述食材对应的烹饪参数。
  2. 根据权利要求1所述的烹饪设备的控制方法,其中,所述烹饪完成后,获取食材的当前成熟度对应的反馈信息的步骤之前,还包括:
    获取所述烹饪设备内的所述食材的图像信息;
    识别所述图像信息,获取所述食材的食材类别和食材特征;
    根据所述食材类别和所述食材特征,确定所述食材的所述当前成熟度。
  3. 根据权利要求2所述的烹饪设备的控制方法,其中,所述烹饪完成后,获取食材的当前成熟度对应的反馈信息的步骤之前,还包括:
    在烹饪完成时,提醒并显示所述当前成熟度。
  4. 根据权利要求2所述的烹饪设备的控制方法,其中,所述根据所述食材类别和所述食材特征,确定所述食材的所述当前成熟度的步骤,具体包括:
    根据所述食材类别和所述食材特征,通过成熟度识别模型确定所述食材的所述当前成熟度;
    所述成熟度识别模型包括预设成熟度等级和与所述预设成熟度等级对应的所述烹饪参数、所述食材类别及所述食材特征。
  5. 根据权利要求4所述的烹饪设备的控制方法,其中,所述根据所述反馈信息,调整并保存所述食材对应的烹饪参数的步骤,具体包括:
    在相邻两个所述预设成熟度等级之间设置多个子区间;
    根据所述反馈信息,将所述当前成熟度对应的所述预设成熟度等级向相邻的两个所述预设成熟度等级调整预设数量的所述子区间;以及
    同时调整所述当前成熟度对应的所述预设成熟度等级在所述成熟度识别模型中对应所述烹饪参数和所述食材特征。
  6. 根据权利要求5所述的烹饪设备的控制方法,其中,
    所述预设成熟度等级包括:生、嫩、熟、过熟、焦化;
    相邻两个所述预设成熟度等级之间的所述子区间的数量为三个。
  7. 根据权利要求6所述的烹饪设备的控制方法,其中,所述根据所述反馈信息,将所述当前成熟度对应的所述预设成熟度等级向相邻的两个所述预设成熟度等级调整预设数量的所述子区间的步骤,具体包括:
    所述反馈信息为偏生,将熟的所述预设成熟度等级朝向过熟一侧移动一个所述子区间,同时等比例展开生与调整后的熟之间的所述子区间,等比例压缩调整后的熟与焦化之间的所述子区间;
    所述反馈信息为偏熟,将熟的所述预设成熟度等级朝向嫩一侧移动一个所述子区间,同时等比例压缩生与调整后的熟之间的所述子区间,等比例展开调整后的熟与焦化之间的所述子区间;
    所述反馈信息为合适,不调整熟的所述预设成熟度等级。
  8. 一种计算机可读存储介质,其上存储有计算机程序,其中,所述计算机程序被处理器执行时实现如权利要求1至7中任一项所述的烹饪设备的控制方法。
  9. 一种烹饪设备的控制系统,其中,包括:
    存储器,所述存储器被配置为适于存储计算机程序;
    处理器,所述处理器被配置为适于执行所述计算机程序以实现如权利要求1至7中任一项所述的烹饪设备的控制方法。
  10. 一种烹饪设备,其中,包括:
    主体,所述主体内设置有烹饪腔体,所述烹饪腔体内可放置食材;
    图像采集装置,设置于所述主体上,用于获取所述食材的图像信息,
    信息采集单元,设置于所述主体上,用于获取所述食材的当前成熟度对应的反馈信息;及
    如权利要求9所述的烹饪设备的控制系统,所述烹饪设备的控制系统与所述图像采集装置及所述信息采集单元电连接,并可根据所述反馈信息调整并保存所述食材对应的烹饪参数。
  11. 根据权利要求10所述的烹饪设备,其中,
    所述烹饪设备还包括主控制器,所述主控制器设置于所述主体内部,所述烹饪设备的控制系统位于所述主控制器内部;或
    所述烹饪设备还包括主控制器和联网单元,所述主控制器设置于所述主体 内部,并通过所述联网单元与远程服务器相连接,所述烹饪设备的控制系统位于所述远程服务器内部。
  12. 根据权利要求10或11所述的烹饪设备,其中,所述图像采集装置包括:
    摄像头,用于获取所述食材的图像信息;
    图像处理单元,与所述摄像头及所述烹饪设备的控制系统电连接,用于将所述图像信息传递至所述烹饪设备的控制系统。
  13. 根据权利要求11所述的烹饪设备,其中,还包括:
    加热单元,设置于所述主体内,并与所述主控制器电连接,所述主控制器根据所述烹饪参数控制所述加热单元工作;
    操作设置单元,设置于所述主体上,并与所述主控制器电连接,用于获取操作指令。
  14. 一种烹饪设备的控制方法,其中,包括:
    获取食物的图像信息,识别所述图像信息以确定所述食物的食材种类;
    获取与所述食物对应的烹饪程序,根据所述烹饪程序控制所述烹饪设备工作;
    烹饪过程中,获取所述食物的成熟度等级并保存与所述成熟度等级对应的所述图像信息;
    根据所述成熟度等级及与所述成熟度等级对应的所述图像信息,创建与所述食材种类及所述烹饪程序对应的成熟度识别模型。
  15. 根据权利要求14所述的烹饪设备的控制方法,其中,所述获取所述食物的成熟度等级并保存与所述成熟度等级对应的所述图像信息的步骤,具体包括:
    显示所述食物的所述图像信息;
    获取与所述图像信息对应的成熟度设置指令;
    根据所述成熟度设置指令,设置所述成熟度等级并保存与所述成熟度等级对应的所述图像信息。
  16. 根据权利要求14或15所述的烹饪设备的控制方法,其中,根据所述成熟度等级及与所述成熟度等级对应的所述图像信息,所述创建与所述食材种 类及所述烹饪程序对应的成熟度识别模型的步骤,具体包括:
    记录所述食材种类和所述烹饪程序与所述成熟度等级的成熟度对应关系;
    记录所述食材种类和所述烹饪程序与所述图像信息的图像对应关系;
    根据所述成熟度对应关系和所述图像对应关系,创建所述成熟度识别模型。
  17. 根据权利要求16所述的烹饪设备的控制方法,其中,所述创建所述成熟度识别模型的步骤之后,还包括:
    获取不同所述食材种类的多种所述食物,以及不同所述食物对应的所述烹饪程序、所述成熟度等级及与所述成熟度等级相对应的所述图像信息;
    根据所述食材种类、所述烹饪程序、所述成熟度等级及与所述成熟度等级相对应的所述图像信息,训练所述成熟度识别模型;
    保存训练后的所述成熟度识别模型。
  18. 根据权利要求14或15所述的烹饪设备的控制方法,其中,所述获取与所述食物对应的烹饪程序,根据所述烹饪程序控制所述烹饪设备工作的步骤,具体包括:
    调取与所述食材种类相对应的预置的所述烹饪程序,并根据所述烹饪程序控制所述烹饪设备工作;或
    获取与所述食材种类相对应的烹饪参数,并根据所述烹饪参数控制所述烹饪设备工作。
  19. 根据权利要求14或15所述的烹饪设备的控制方法,其中,
    所述烹饪程序内设置有烹饪模式、烹饪时间和烹饪温度;和/或
    所述成熟度等级包括:生、嫩、熟、过熟、焦化。
  20. 一种计算机可读存储介质,其上存储有计算机程序,其中,所述计算机程序被处理器执行时实现如权利要求14至19中任一项所述的烹饪设备的控制方法。
  21. 一种烹饪设备的控制系统,其中,包括:
    存储器,所述存储器被配置为适于存储计算机程序;
    处理器,所述处理器被配置为适于执行所述计算机程序以实现如权利要求14至19中任一项所述的烹饪设备的控制方法。
  22. 一种烹饪设备,其中,包括:
    主体,所述主体内可放置食物;
    图像采集装置,设置于所述主体上,用于获取所述食物的图像信息;
    操作设置单元,设置于所述主体上,用于获取所述食物对应的烹饪程序及成熟度设置指令;及
    如权利要求21所述的烹饪设备的控制系统,所述烹饪设备的控制系统与所述图像采集装置及所述操作设置单元电连接。
  23. 根据权利要求22所述的烹饪设备,其中,
    所述烹饪设备还包括主控制器,所述主控制器设置于所述主体内部,所述烹饪设备的控制系统位于所述主控制器内部;或
    所述烹饪设备包括主控制器和联网单元,所述主控制器设置于所述主体内部,并通过所述联网单元与远程服务器相连接,所述烹饪设备的控制系统位于所述远程服务器内部。
  24. 根据权利要求22或23所述的烹饪设备,其中,所述图像采集装置包括:
    摄像头,设置于所述主体上,用于获取所述食物的图像信息;
    图像处理单元,与所述摄像头及所述烹饪设备的控制系统电连接,用于将所述图像信息传递至所述烹饪设备的控制系统。
  25. 根据权利要求24所述的烹饪设备,其中,
    所述烹饪设备还包括显示单元,与所述图像采集装置电连接,用于显示所述图像信息;
    所述烹饪设备还包括加热单元,与所述主控制器电连接,所述主控制器根据所述烹饪程序控制所述加热单元工作;和/或
    所述烹饪程序内设置有烹饪模式、烹饪时间、烹饪温度;和/或
    所述成熟度等级包括:生、嫩、熟、过熟、焦化。
PCT/CN2020/124886 2019-11-20 2020-10-29 烹饪设备及其控制方法、控制系统、计算机可读存储介质 WO2021098473A1 (zh)

Priority Applications (2)

Application Number Priority Date Filing Date Title
EP20889894.0A EP4047426A4 (en) 2019-11-20 2020-10-29 COOKING APPARATUS, CONTROL METHOD THEREOF, CONTROL SYSTEM THEREOF, AND COMPUTER READABLE STORAGE MEDIUM
US17/750,104 US20220273138A1 (en) 2019-11-20 2022-05-20 Cooking Device, Control Method Therefor, Control System Thereof and Computer-Readable Storage Medium

Applications Claiming Priority (4)

Application Number Priority Date Filing Date Title
CN201911143396.4A CN110664259B (zh) 2019-11-20 2019-11-20 烹饪设备及其控制方法、控制系统、计算机可读存储介质
CN201911143396.4 2019-11-20
CN201911142140.1A CN110824942B (zh) 2019-11-20 2019-11-20 烹饪设备及其控制方法、控制系统、计算机可读存储介质
CN201911142140.1 2019-11-20

Related Child Applications (1)

Application Number Title Priority Date Filing Date
US17/750,104 Continuation US20220273138A1 (en) 2019-11-20 2022-05-20 Cooking Device, Control Method Therefor, Control System Thereof and Computer-Readable Storage Medium

Publications (1)

Publication Number Publication Date
WO2021098473A1 true WO2021098473A1 (zh) 2021-05-27

Family

ID=75981212

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/CN2020/124886 WO2021098473A1 (zh) 2019-11-20 2020-10-29 烹饪设备及其控制方法、控制系统、计算机可读存储介质

Country Status (3)

Country Link
US (1) US20220273138A1 (zh)
EP (1) EP4047426A4 (zh)
WO (1) WO2021098473A1 (zh)

Citations (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4036995A (en) * 1975-12-29 1977-07-19 Food Automation Service Techniques, Inc. Oven cooking monitor for uniformly cooking a plurality of food items requiring different cooking times
EP1384951A1 (fr) * 2002-07-26 2004-01-28 Thirode Grandes Cuisines Poligny Système de commande de four
CN105373003A (zh) * 2015-11-26 2016-03-02 小米科技有限责任公司 参数修正方法及装置
CN106037448A (zh) * 2016-07-29 2016-10-26 广东美的厨房电器制造有限公司 烹饪控制方法、设备及烹饪装置
CN107095120A (zh) * 2016-02-23 2017-08-29 美的集团股份有限公司 烹饪方法及装置
CN107468048A (zh) * 2017-09-30 2017-12-15 广东美的厨房电器制造有限公司 烹饪器具及其控制方法
CN109254539A (zh) * 2018-10-16 2019-01-22 珠海格力电器股份有限公司 一种烹饪器具的控制方法及烹饪器具
CN109270847A (zh) * 2018-10-23 2019-01-25 珠海格力电器股份有限公司 烹饪控制方法、控制装置、器具及存储介质
CN109349913A (zh) * 2018-10-23 2019-02-19 杭州若奇技术有限公司 烹饪控制方法、烹饪器具、云服务器和烹饪控制系统
CN109445485A (zh) * 2018-09-21 2019-03-08 珠海格力电器股份有限公司 一种烹饪器具的控制方法及烹饪器具
CN109541985A (zh) * 2018-10-16 2019-03-29 珠海格力电器股份有限公司 一种烹饪器具的控制方法及烹饪器具
CN109998360A (zh) * 2019-04-11 2019-07-12 上海长膳智能科技有限公司 一种用于自动烹饪食物的方法和装置
CN110664259A (zh) * 2019-11-20 2020-01-10 广东美的厨房电器制造有限公司 烹饪设备及其控制方法、控制系统、计算机可读存储介质
CN110824942A (zh) * 2019-11-20 2020-02-21 广东美的厨房电器制造有限公司 烹饪设备及其控制方法、控制系统、计算机可读存储介质

Family Cites Families (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10739013B2 (en) * 2015-05-05 2020-08-11 June Life, Inc. Tailored food preparation with an oven
EP3665419A4 (en) * 2017-08-11 2021-05-05 Brava Home, Inc. CONFIGURABLE COOKING SYSTEMS AND PROCESSES

Patent Citations (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4036995A (en) * 1975-12-29 1977-07-19 Food Automation Service Techniques, Inc. Oven cooking monitor for uniformly cooking a plurality of food items requiring different cooking times
EP1384951A1 (fr) * 2002-07-26 2004-01-28 Thirode Grandes Cuisines Poligny Système de commande de four
CN105373003A (zh) * 2015-11-26 2016-03-02 小米科技有限责任公司 参数修正方法及装置
CN107095120A (zh) * 2016-02-23 2017-08-29 美的集团股份有限公司 烹饪方法及装置
CN106037448A (zh) * 2016-07-29 2016-10-26 广东美的厨房电器制造有限公司 烹饪控制方法、设备及烹饪装置
CN107468048A (zh) * 2017-09-30 2017-12-15 广东美的厨房电器制造有限公司 烹饪器具及其控制方法
CN109445485A (zh) * 2018-09-21 2019-03-08 珠海格力电器股份有限公司 一种烹饪器具的控制方法及烹饪器具
CN109254539A (zh) * 2018-10-16 2019-01-22 珠海格力电器股份有限公司 一种烹饪器具的控制方法及烹饪器具
CN109541985A (zh) * 2018-10-16 2019-03-29 珠海格力电器股份有限公司 一种烹饪器具的控制方法及烹饪器具
CN109270847A (zh) * 2018-10-23 2019-01-25 珠海格力电器股份有限公司 烹饪控制方法、控制装置、器具及存储介质
CN109349913A (zh) * 2018-10-23 2019-02-19 杭州若奇技术有限公司 烹饪控制方法、烹饪器具、云服务器和烹饪控制系统
CN109998360A (zh) * 2019-04-11 2019-07-12 上海长膳智能科技有限公司 一种用于自动烹饪食物的方法和装置
CN110664259A (zh) * 2019-11-20 2020-01-10 广东美的厨房电器制造有限公司 烹饪设备及其控制方法、控制系统、计算机可读存储介质
CN110824942A (zh) * 2019-11-20 2020-02-21 广东美的厨房电器制造有限公司 烹饪设备及其控制方法、控制系统、计算机可读存储介质

Also Published As

Publication number Publication date
EP4047426A1 (en) 2022-08-24
US20220273138A1 (en) 2022-09-01
EP4047426A4 (en) 2022-12-07

Similar Documents

Publication Publication Date Title
CN110664259B (zh) 烹饪设备及其控制方法、控制系统、计算机可读存储介质
CN110824942B (zh) 烹饪设备及其控制方法、控制系统、计算机可读存储介质
CN109445485B (zh) 一种烹饪器具的控制方法及烹饪器具
CN107806656B (zh) 食物加热控制方法和食物加热装置
CN109254539B (zh) 一种烹饪器具的控制方法及烹饪器具
CN206596942U (zh) 一种智能烹饪系统
CN111596563B (zh) 一种智能烟灶系统及其烹饪指导方法
CN108309021A (zh) 一种智能调控自动炒菜机及其智能控制方法
CN106037448A (zh) 烹饪控制方法、设备及烹饪装置
CN109213015B (zh) 一种烹饪器具的控制方法及烹饪器具
CN110806699A (zh) 烹饪设备的控制方法、装置、烹饪设备及存储介质
CN110020164A (zh) 基于用户现有食材的智能菜谱推荐方法
CN108309067B (zh) 一种电烤箱的控制方法及电烤箱
CN108829150A (zh) 一种调控蒸烤设备温度的方法及系统
CN112555916B (zh) 烹饪系统的控制方法、计算机可读存储介质及烹饪系统
CN111839247A (zh) 一种烹饪设备的控制方法、控制装置及烹饪设备
CN110275456B (zh) 烹饪控制方法、系统及计算机可读存储介质
WO2021098473A1 (zh) 烹饪设备及其控制方法、控制系统、计算机可读存储介质
CN112835299B (zh) 基于深度学习的智能烘烤控制系统
CN114831500A (zh) 进行实时烹饪调配的方法及其智能烹饪器具
CN114840038A (zh) 一种智能烹饪分享方法及烹饪装置
CN118235970A (zh) 烹饪器具、系统及其控制方法
CN115191839A (zh) 展示烹饪器具的烹饪状态的方法、烹饪器具及其控制系统
KR102507783B1 (ko) 빅데이터와 인공지능 기반 피자 도우 숙성 최적화 시스템 및 방법
CN114840039B (zh) 一种智能即食烹饪方法及其智能即食烹饪装置

Legal Events

Date Code Title Description
121 Ep: the epo has been informed by wipo that ep was designated in this application

Ref document number: 20889894

Country of ref document: EP

Kind code of ref document: A1

ENP Entry into the national phase

Ref document number: 2020889894

Country of ref document: EP

Effective date: 20220518

NENP Non-entry into the national phase

Ref country code: DE