CN113435279A - Cooking time reminding method and device, storage medium and electronic device - Google Patents
Cooking time reminding method and device, storage medium and electronic device Download PDFInfo
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- CN113435279A CN113435279A CN202110675252.4A CN202110675252A CN113435279A CN 113435279 A CN113435279 A CN 113435279A CN 202110675252 A CN202110675252 A CN 202110675252A CN 113435279 A CN113435279 A CN 113435279A
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- 238000010411 cooking Methods 0.000 title claims abstract description 573
- 238000000034 method Methods 0.000 title claims abstract description 52
- 235000013305 food Nutrition 0.000 claims abstract description 33
- 238000012986 modification Methods 0.000 claims description 29
- 230000004048 modification Effects 0.000 claims description 29
- 238000010438 heat treatment Methods 0.000 claims description 22
- 238000012549 training Methods 0.000 claims description 22
- 238000004590 computer program Methods 0.000 claims description 14
- 238000013473 artificial intelligence Methods 0.000 claims description 12
- 238000013135 deep learning Methods 0.000 claims description 11
- 238000012545 processing Methods 0.000 claims description 3
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- 238000010025 steaming Methods 0.000 description 5
- 241000209094 Oryza Species 0.000 description 4
- 235000007164 Oryza sativa Nutrition 0.000 description 4
- 238000002360 preparation method Methods 0.000 description 4
- 235000009566 rice Nutrition 0.000 description 4
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- 241000251468 Actinopterygii Species 0.000 description 2
- 230000033228 biological regulation Effects 0.000 description 2
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- 230000006855 networking Effects 0.000 description 2
- 230000003287 optical effect Effects 0.000 description 2
- 235000021395 porridge Nutrition 0.000 description 2
- 238000009835 boiling Methods 0.000 description 1
- 235000008429 bread Nutrition 0.000 description 1
- 230000003247 decreasing effect Effects 0.000 description 1
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- 238000005516 engineering process Methods 0.000 description 1
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- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/10—Office automation; Time management
- G06Q10/109—Time management, e.g. calendars, reminders, meetings or time accounting
Abstract
The invention provides a method and a device for reminding cooking time, a storage medium and an electronic device, wherein the method for reminding the cooking time comprises the following steps: under the condition that the range hood is detected to be opened, indicating an image acquisition device to acquire a cooking picture, wherein the image acquisition device is arranged on the range hood, and the cooking picture is a picture of target food which is being cooked by the cooking equipment; calling a cooking scene recognition model to determine a cooking scene corresponding to the cooking picture; and determining the cooking time corresponding to the cooking scene, and setting a reminding task on the mobile terminal according to the cooking time, wherein the reminding task is used for reminding the completion of the cooking of the target object.
Description
Technical Field
The invention relates to the field of communication, in particular to a cooking time reminding method and device, a storage medium and an electronic device.
Background
With the development of the internet of things technology, the cooking equipment can go into thousands of households, and the user can control the cooking equipment to cook food in various ways, but in the above ways, the user can only control the cooking equipment to be turned on or off, and when cooking is finished, the user cannot obtain the reminding that cooking is finished from the cooking equipment. In addition, in traditional culinary art in-process, the user also needs to pay close attention to the state of food often, otherwise, easily appear cooking burnt pot, have the potential safety hazard scheduling problem.
To among the correlation technique, cooking equipment can't appear cooking burnt pot easily to the warning that the user feedback was long during the culinary art, has the potential safety hazard scheduling problem, has not proposed effectual solution yet.
Disclosure of Invention
The embodiment of the invention provides a cooking time reminding method and device, a storage medium and an electronic device, and aims to solve the problems that in the related art, cooking equipment cannot feed back the cooking time reminding to a user, cooking is prone to being burnt, potential safety hazards exist and the like.
According to an embodiment of the invention, a method for reminding cooking time is provided, which comprises the following steps: under the condition that the range hood is detected to be opened, indicating an image acquisition device to acquire a cooking picture, wherein the image acquisition device is arranged on the range hood, and the cooking picture is a picture of target food which is being cooked by the cooking equipment; calling a cooking scene recognition model to determine a cooking scene corresponding to the cooking picture; and determining the cooking time corresponding to the cooking scene, and setting a reminding task on the mobile terminal according to the cooking time, wherein the reminding task is used for reminding the completion of the cooking of the target object.
Further, before calling a cooking scene recognition model to determine a cooking scene corresponding to the cooking picture, the method further includes: receiving the cooking scene recognition model which is sent by a cloud and is learned with the scene characteristics, wherein the cooking scene recognition model which is obtained by the cloud in the following way and is learned with the scene characteristics: acquiring cooking pictures with the number larger than the preset number, and introducing the cooking pictures into artificial intelligence training service so that a cooking scene recognition model learns the one-to-one correspondence relationship between various cooking scenes and various cooking pictures in a deep learning training mode; and storing the cooking scene recognition model in a local storage of the range hood.
Further, determining a cooking time corresponding to the cooking scenario includes: receiving a rule generation instruction, and generating the cooking time length judgment rule according to the rule generation instruction, wherein the cooking time length judgment rule comprises: cooking time lengths corresponding to various cooking scenes respectively; storing the cooking time length judgment rule in a local storage of the range hood; and under the condition of determining the cooking scene corresponding to the cooking picture, determining the cooking time corresponding to the cooking scene according to the cooking time judgment rule.
Further, after the cooking scene recognition model is called to determine the cooking scene corresponding to the cooking picture, the method further includes: and starting a heating adjustment task corresponding to the cooking scene, wherein the heating adjustment task at least comprises one of the following adjustment modes: increasing the duration of heat of the cooking equipment and reducing the duration of heat of the cooking equipment; acquiring a current cooking picture of the target food according to a first preset time length through the image acquisition device; and determining whether the adjusting mode of the heating adjusting task needs to be updated or not according to the current cooking picture.
Further, after a reminding task is set on the mobile terminal according to the cooking time, the method further comprises the following steps: receiving a cooking time length adjusting instruction, wherein the cooking time length adjusting instruction is used for indicating the target cooking time length modified corresponding to the reminding task and the modification operation of the target cooking time length; and adjusting the cooking time in the reminding task according to the target cooking time and the modification operation.
Further, adjusting the cooking time length in the reminding task according to the target cooking time length and the modification operation comprises: under the condition that the modification operation indicates that the target cooking time length is increased, increasing the cooking time length in the reminding task by the target cooking time length; and under the condition that the modification operation indicates that the target cooking time length is reduced, reducing the cooking time length in the reminding task by the target cooking time length.
Further, after a reminding task is set on the mobile terminal according to the cooking time, the method further comprises the following steps: instructing the cooking device to stop a cooking operation in case of receiving a cooking stop instruction sent by a target object; and under the condition that the cooking stop instruction is not received within a second preset time, instructing the cooking equipment to stop the cooking operation.
According to an embodiment of the present invention, there is provided a cooking completion reminding apparatus including: the cooking device comprises an acquisition module, a processing module and a control module, wherein the acquisition module is used for indicating an image acquisition device to acquire a cooking picture under the condition that the range hood is detected to be opened, the image acquisition device is arranged on the range hood, and the cooking picture is a picture of target food which is being cooked by the cooking device; the first determining module is used for calling a cooking scene recognition model to determine a cooking scene corresponding to the cooking picture; and the second determining module is used for determining the cooking time corresponding to the cooking scene and setting a reminding task on the mobile terminal according to the cooking time, wherein the reminding task is used for reminding the completion of the cooking of the target object.
According to yet another embodiment of the invention, there is also provided a computer-readable storage medium comprising a stored program, wherein the program when executed performs the method described in any of the above.
According to yet another embodiment of the present invention, there is also provided an electronic apparatus comprising a memory having a computer program stored therein and a processor arranged to perform the method described in any one of the above by means of the computer program.
According to the invention, under the condition that the range hood is detected to be opened, the image acquisition device is instructed to acquire the cooking picture, wherein the image acquisition device is arranged on the range hood, and the cooking picture is the picture of the target food which is being cooked by the cooking equipment; calling a cooking scene recognition model to determine a cooking scene corresponding to the cooking picture; and determining the cooking time corresponding to the cooking scene, and setting a reminding task on the mobile terminal according to the cooking time, wherein the reminding task is used for reminding the completion of the cooking of the target object. That is to say, the invention can indicate the image acquisition device arranged on the range hood to acquire the cooking picture of the target food being cooked by the cooking equipment under the condition that the range hood is detected to be opened. Calling a cooking scene recognition model to determine a cooking scene corresponding to the cooking picture, determining a cooking time corresponding to the cooking scene, and setting a reminding task on the mobile terminal according to the cooking time. Therefore, by adopting the technical scheme, the problems that in the related art, the cooking equipment cannot feed back the reminding of the cooking time to the user, the cooking is easy to be burnt, potential safety hazards exist and the like are solved, so that the user does not need to pay attention to the state of food at any time, and the time spent by the user in cooking is further liberated.
Drawings
The accompanying drawings, which are included to provide a further understanding of the invention and are incorporated in and constitute a part of this application, illustrate embodiment(s) of the invention and together with the description serve to explain the invention without limiting the invention. In the drawings:
fig. 1 is a hardware structure block diagram of a range hood of a cooking time duration reminding method according to an embodiment of the present invention;
fig. 2 is a flow chart (one) of a method for reminding a cooking time according to an embodiment of the present invention;
FIG. 3 is a flow chart of a cooking preparation operation according to an embodiment of the present invention;
FIG. 4 is a flow chart of a cooking preparation operation according to an embodiment of the present invention;
fig. 5 is a flow chart of a method for reminding a cooking time according to an embodiment of the invention (ii);
fig. 6 is a block diagram of a cooking completion reminding apparatus according to an embodiment of the present invention.
Detailed Description
The invention will be described in detail hereinafter with reference to the accompanying drawings in conjunction with embodiments. It should be noted that the embodiments and features of the embodiments in the present application may be combined with each other without conflict.
It should be noted that the terms "first," "second," and the like in the description and claims of the present invention and in the drawings described above are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order.
The method provided by the embodiment of the application can be executed in a range hood or a similar arithmetic device. Taking operation on a range hood as an example, fig. 1 is a hardware structure block diagram of the range hood of the cooking time duration reminding method according to the embodiment of the invention. As shown in fig. 1, the range hood may include one or more (only one is shown in fig. 1) processors 102 (the processors 102 may include, but are not limited to, a Microprocessor (MPU) or a Programmable Logic Device (PLD)) and a memory 104 for storing data, and in an exemplary embodiment, the range hood may further include a transmission device 106 for a communication function and an input and output device 108. It will be understood by those skilled in the art that the structure shown in fig. 1 is only an illustration, and it does not limit the structure of the range hood. For example, the range hood may also include more or fewer components than shown in FIG. 1, or have a different configuration with equivalent functionality to that shown in FIG. 1 or more functionality than that shown in FIG. 1.
The memory 104 may be used to store a computer program, for example, a software program and a module of an application software, such as a computer program corresponding to the reminding method of the cooking time length in the embodiment of the present invention, and the processor 102 executes various functional applications and data processing by running the computer program stored in the memory 104, so as to implement the method described above. The memory 104 may include high speed random access memory, and may also include non-volatile memory, such as one or more magnetic storage devices, flash memory, or other non-volatile solid-state memory. In some examples, the memory 104 can further include memory located remotely from the processor 102, which can be connected to the range hood over a network. Examples of such networks include, but are not limited to, the internet, intranets, local area networks, mobile communication networks, and combinations thereof.
The transmission device 106 is used for receiving or transmitting data via a network. Specific examples of the network described above may include a wireless network provided by a communications provider of the range hood. In one example, the transmission device 106 includes a Network adapter (NIC), which can be connected to other Network devices through a base station so as to communicate with the internet. In one example, the transmission device 106 may be a Radio Frequency (RF) module, which is used for communicating with the internet in a wireless manner.
In this embodiment, a method for reminding cooking time is provided, which is applied to the range hood, and fig. 2 is a schematic flow diagram (a) of the method for reminding cooking time according to the embodiment of the present invention, where the flow includes the following steps:
step S202: under the condition that the range hood is detected to be opened, indicating an image acquisition device to acquire a cooking picture, wherein the image acquisition device is arranged on the range hood, and the cooking picture is a picture of target food which is being cooked by the cooking equipment;
step S204: calling a cooking scene recognition model to determine a cooking scene corresponding to the cooking picture;
step S206: and determining the cooking time corresponding to the cooking scene, and setting a reminding task on the mobile terminal according to the cooking time, wherein the reminding task is used for reminding the completion of the cooking of the target object.
According to the invention, under the condition that the range hood is detected to be opened, the image acquisition device is instructed to acquire the cooking picture, wherein the image acquisition device is arranged on the range hood, and the cooking picture is the picture of the target food which is being cooked by the cooking equipment; calling a cooking scene recognition model to determine a cooking scene corresponding to the cooking picture; and determining the cooking time corresponding to the cooking scene, and setting a reminding task on the mobile terminal according to the cooking time, wherein the reminding task is used for reminding the completion of the cooking of the target object. That is to say, the invention can indicate the image acquisition device arranged on the range hood to acquire the cooking picture of the target food being cooked by the cooking equipment under the condition that the range hood is detected to be opened. Calling a cooking scene recognition model to determine a cooking scene corresponding to the cooking picture, determining a cooking time corresponding to the cooking scene, and setting a reminding task on the mobile terminal according to the cooking time. Therefore, by adopting the technical scheme, the problems that in the related art, the cooking equipment cannot feed back the reminding of the cooking time to the user, the cooking is easy to be burnt, potential safety hazards exist and the like are solved, so that the user does not need to pay attention to the state of food at any time, and the time spent by the user in cooking is further liberated.
It should be noted that the cooking device is located in the collecting area of the image collecting device.
Before calling a cooking scene recognition model to determine a cooking scene corresponding to the cooking picture, the method further comprises: receiving the cooking scene recognition model which is sent by a cloud and is learned with the scene characteristics, wherein the cooking scene recognition model which is obtained by the cloud in the following way and is learned with the scene characteristics: acquiring cooking pictures with the number larger than the preset number, and introducing the cooking pictures into artificial intelligence training service so that a cooking scene recognition model learns the one-to-one correspondence relationship between various cooking scenes and various cooking pictures in a deep learning training mode; and storing the cooking scene recognition model in a local storage of the range hood.
In the embodiment of the invention, the cooking scene recognition model can be trained at the cloud end, and then the trained cooking scene recognition model is stored in the local storage of the range hood, so that the range hood can directly use the trained cooking scene recognition model stored in the local storage of the range hood to recognize the cooking scene under the condition of no networking.
The cooking scene recognition model obtained by the cloud in the following way after the scene features are learned: and acquiring the cooking pictures with the number larger than the preset number, and introducing the cooking pictures into artificial intelligence training service so as to enable the cooking scene recognition model to pass a deep learning training mode. In other words, the cooking pictures with the number larger than the preset number are obtained at the cloud end, and the artificial intelligence training service is called to carry out deep learning training on the cooking scene recognition model according to the cooking pictures. The cooking scene recognition model learns the one-to-one correspondence relationship between various cooking scenes and various cooking pictures, and may learn the scene characteristics corresponding to the various cooking scenes, wherein the scene characteristics include the one-to-one correspondence relationship between the various cooking scenes and the various cooking pictures.
In step S206, determining a cooking time duration corresponding to the cooking scenario includes: receiving a rule generation instruction, and generating the cooking time length judgment rule according to the rule generation instruction, wherein the cooking time length judgment rule comprises: cooking time lengths corresponding to various cooking scenes respectively; storing the cooking time length judgment rule in a local storage of the range hood; and under the condition of determining the cooking scene corresponding to the cooking picture, determining the cooking time corresponding to the cooking scene according to the cooking time judgment rule.
In the embodiment of the present invention, in order to remind a user of completion of cooking when the cooking is completed, a cooking time length determination rule needs to be generated before the cooking, where the cooking time length determination rule includes: and the cooking time lengths respectively correspond to the multiple cooking scenes. In this embodiment, the cooking time length determination rule may be generated according to the received rule generation instruction and a database of cooking time lengths corresponding to various cooking scenarios, respectively. And storing the cooking time length judgment rule in a local storage of the range hood, so that the range hood can directly judge whether the cooking is finished or not by using the cooking time length judgment rule under the condition that the range hood is not networked.
After step S204, that is, after the cooking scene recognition model is called to determine the cooking scene corresponding to the cooking picture, the method further includes: and starting a heating adjustment task corresponding to the cooking scene, wherein the heating adjustment task at least comprises one of the following adjustment modes: increasing the duration of heat of the cooking equipment and reducing the duration of heat of the cooking equipment; acquiring a current cooking picture of the target food according to a first preset time length through the image acquisition device; and determining whether the adjusting mode of the heating adjusting task needs to be updated or not according to the current cooking picture.
In the embodiment of the invention, the invention also provides a fire automatic regulation method based on deep learning, which comprises the following steps: when the cooking device starts to cook food, a duration adjustment task is started. Acquiring a current cooking picture of the target food according to a first preset time length through the image acquisition device; the cooking scene recognition model determines whether the heating degree needs to be adjusted to be larger or smaller according to the current cooking picture and the current cooking scene, and if the heating degree needs to be adjusted to be larger or smaller, the adjusting mode of the heating degree adjusting task is updated, wherein the heating degree adjusting task at least comprises one of the following adjusting modes: heightening the duration and degree of heating of the cooking equipment and reducing the duration and degree of heating of the cooking equipment.
After step S206, that is, after setting a reminding task on the mobile terminal according to the cooking time length, the method further includes: receiving a cooking time length adjusting instruction, wherein the cooking time length adjusting instruction is used for indicating the target cooking time length modified corresponding to the reminding task and the modification operation of the target cooking time length; and adjusting the cooking time in the reminding task according to the target cooking time and the modification operation.
In the embodiment of the present invention, the reminding task is set according to the cooking time length, but different users like different degrees of maturity of food, so the embodiment of the present invention further provides an adjusting scheme for the cooking time length in the reminding task: and the target object (user) sends a cooking time length adjusting instruction to the range hood, and the range hood adjusts the cooking time length in the reminding task according to the cooking time length adjusting instruction. The cooking time length adjusting instruction is used for indicating the target cooking time length which is correspondingly modified by the reminding task and the modification operation of the target cooking time length.
In an optional embodiment, adjusting the cooking time duration in the reminding task according to the target cooking time duration and the modification operation comprises: under the condition that the modification operation indicates that the target cooking time length is increased, increasing the cooking time length in the reminding task by the target cooking time length; and under the condition that the modification operation indicates that the target cooking time length is reduced, reducing the cooking time length in the reminding task by the target cooking time length.
In an embodiment of the present invention, the modification operation is to instruct the cooking time period to increase the target cooking time period or to decrease the target cooking time period. And increasing the cooking time in the reminding task by the target cooking time or reducing the cooking time in the reminding task by the target cooking time according to the target cooking time and the modification operation. Through the technical means, the cooking time in the reminding task can be automatically adjusted according to the user preference.
After step S206, that is, after setting a reminding task on the mobile terminal according to the cooking time length, the method further includes: instructing the cooking device to stop a cooking operation in case of receiving a cooking stop instruction sent by a target object; and under the condition that the cooking stop instruction is not received within a second preset time, instructing the cooking equipment to stop the cooking operation.
In the correlation technique, cooking equipment can't feed back the warning of length of cooking to the user, and the pot is burnt in the culinary art appears easily, has the potential safety hazard scheduling problem. The embodiment of the invention not only can set a reminding task and feed back the reminding of finishing cooking to the user, but also can actively instruct the cooking equipment to stop the cooking operation: and if the cooking stop instruction is not received within a second preset time period, instructing the cooking equipment to stop the cooking operation. Through above-mentioned technical means, under the condition that cooking equipment does not obtain the instruction that the user stopped cooking, appear cooking and stick with paste the pot, have potential safety hazard scheduling problem.
In order to better understand the above technical solution, the following alternative flow chart is used to explain the whole flow of the reminding method for explaining the cooking time length.
Fig. 3 is a flowchart (one) of a cooking preparation work according to an embodiment of the present invention, as shown in fig. 3:
s302: starting an artificial intelligence training service, wherein the artificial intelligence training service is in a cloud;
s304: the method is characterized in that a large number of cooking photos are imported into an artificial intelligence training service, and what needs to be explained is that in life, the user is prone to forget to shut down the fire, and all cooking modes need to wait for a long time (cooking in a short time, the user cannot leave the kitchen, and forgetting does not exist), the user is likely to leave the kitchen to handle other things, so that the user forgets to shut down the fire, and the cooking modes waiting for a long time are approximately as follows: the embodiment of the invention only needs to introduce photos of the scenes;
s306: after a large amount of deep learning training, the artificial intelligence training service can accurately identify cooking scenes through pictures, and the training results are exported, downloaded and integrated into the range hood.
Fig. 4 is a flowchart (two) of a cooking preparation work according to an embodiment of the present invention, as shown in fig. 4:
s402: the cooking time judgment rule of the cooking scene needs to be defined first, such as: cooking porridge: it took 20 minutes, steamed rice: it took 30 minutes to steam the steamed bun: it took 40 minutes, meat: it took 50 minutes, steaming fish: it took 10 minutes;
s404: and downloading and integrating the cooking time length judgment rule into the range hood.
Fig. 5 is a schematic flow chart (ii) of a method for reminding a cooking time according to an embodiment of the present invention, as shown in fig. 5:
s502: starting the range hood, namely electrifying the range hood;
s504: turning on a camera (which is an image acquisition device in the embodiment of the present invention);
s506: collecting cooking images in real time by using a camera;
s508: judging and identifying whether the current cooking scene (water boiling, porridge cooking, rice steaming, steamed bread steaming, meat cooking, fish steaming and the like) belongs to a specified cooking scene according to the acquired image;
s510: the user covers the pot cover;
s512: as before belonging to a specified cooking scenario, such as: rice is steamed, and after a user covers a pot cover, a prompt condition is met, and a voice prompt is given to the user, for example, "identify you are steaming rice and help you decide an alarm clock after 30 minutes". The oil fume is provided with a small display for displaying the remaining time of the alarm clock, cancel a key, add the key and subtract the key;
s514: after the prompt is finished, the timing alarm clock is automatically and immediately started, the time is displayed on the small display, and the user can operate the timing alarm clock at any time;
s516: when the user clicks a cancel button, the alarm clock is cancelled;
s518: when a user clicks an adding button, an alarm clock or cooking time is added, and the modification time is displayed on a small display;
s520: when the user clicks the decrease button, the alarm clock or the cooking time is decreased, and the modification time is displayed on the small display;
s522: when the alarm clock time is up, continuously reminding the user by sound (voice or alarm);
s524: when the user hears the alarm clock reminding, the user can click a cancel button to stop reminding.
According to the invention, under the condition that the range hood is detected to be opened, the image acquisition device is instructed to acquire the cooking picture, wherein the image acquisition device is arranged on the range hood, and the cooking picture is the picture of the target food which is being cooked by the cooking equipment; calling a cooking scene recognition model to determine a cooking scene corresponding to the cooking picture; and determining the cooking time corresponding to the cooking scene, and setting a reminding task on the mobile terminal according to the cooking time, wherein the reminding task is used for reminding the completion of the cooking of the target object. That is to say, the invention can indicate the image acquisition device arranged on the range hood to acquire the cooking picture of the target food being cooked by the cooking equipment under the condition that the range hood is detected to be opened. Calling a cooking scene recognition model to determine a cooking scene corresponding to the cooking picture, determining a cooking time corresponding to the cooking scene, and setting a reminding task on the mobile terminal according to the cooking time. Therefore, by adopting the technical scheme, the problems that in the related art, the cooking equipment cannot feed back the reminding of the cooking time to the user, the cooking is easy to be burnt, potential safety hazards exist and the like are solved, so that the user does not need to pay attention to the state of food at any time, and the time spent by the user in cooking is further liberated.
Through the above description of the embodiments, those skilled in the art can clearly understand that the method according to the above embodiments can be implemented by software plus a necessary general hardware platform, and certainly can also be implemented by hardware, but the former is a better implementation mode in many cases. Based on such understanding, the technical solutions of the present invention may be embodied in the form of a software product, which is stored in a storage medium (such as ROM/RAM, magnetic disk, optical disk) and includes instructions for enabling a terminal device (such as a mobile phone, a computer, a range hood, or a network device) to execute the method according to the embodiments of the present invention.
In this embodiment, a reminding device of completion of cooking is further provided, and the device is used for implementing the above embodiments and preferred embodiments, and the description of the device is omitted. As used below, the term "module" may be a combination of software and/or hardware that implements a predetermined function. Although the means described in the embodiments below are preferably implemented in software, an implementation in hardware, or a combination of software and hardware is also possible and contemplated.
Fig. 6 is a block diagram of a cooking completion reminding apparatus according to an embodiment of the present invention; as shown in fig. 6, includes:
an obtaining module 60, configured to instruct an image collecting device to obtain a cooking picture when it is detected that the range hood is opened, where the image collecting device is disposed on the range hood, and the cooking picture is a picture of a target food being cooked by the cooking device;
the first determining module 62 is used for calling a cooking scene recognition model to determine a cooking scene corresponding to the cooking picture;
and a second determining module 64, configured to determine the cooking time corresponding to the cooking scenario, and set a reminding task on the mobile terminal according to the cooking time, where the reminding task is used to remind a target object of completion of cooking.
According to the invention, under the condition that the range hood is detected to be opened, the image acquisition device is instructed to acquire the cooking picture, wherein the image acquisition device is arranged on the range hood, and the cooking picture is the picture of the target food which is being cooked by the cooking equipment; calling a cooking scene recognition model to determine a cooking scene corresponding to the cooking picture; and determining the cooking time corresponding to the cooking scene, and setting a reminding task on the mobile terminal according to the cooking time, wherein the reminding task is used for reminding the completion of the cooking of the target object. That is to say, the invention can indicate the image acquisition device arranged on the range hood to acquire the cooking picture of the target food being cooked by the cooking equipment under the condition that the range hood is detected to be opened. Calling a cooking scene recognition model to determine a cooking scene corresponding to the cooking picture, determining a cooking time corresponding to the cooking scene, and setting a reminding task on the mobile terminal according to the cooking time. Therefore, by adopting the technical scheme, the problems that in the related art, the cooking equipment cannot feed back the reminding of the cooking time to the user, the cooking is easy to be burnt, potential safety hazards exist and the like are solved, so that the user does not need to pay attention to the state of food at any time, and the time spent by the user in cooking is further liberated.
It should be noted that the cooking device is located in the collecting area of the image collecting device.
Optionally, the first determining module 62 is further configured to receive the cooking scenario identification model after learning the scenario features, which is sent by a cloud, where the cooking scenario identification model after learning the scenario features is acquired by the cloud in the following manner: acquiring cooking pictures with the number larger than the preset number, and introducing the cooking pictures into artificial intelligence training service so that a cooking scene recognition model learns the one-to-one correspondence relationship between various cooking scenes and various cooking pictures in a deep learning training mode; and storing the cooking scene recognition model in a local storage of the range hood.
In the embodiment of the invention, the cooking scene recognition model can be trained at the cloud end, and then the trained cooking scene recognition model is stored in the local storage of the range hood, so that the range hood can directly use the trained cooking scene recognition model stored in the local storage of the range hood to recognize the cooking scene under the condition of no networking.
The cooking scene recognition model obtained by the cloud in the following way after the scene features are learned: and acquiring the cooking pictures with the number larger than the preset number, and introducing the cooking pictures into artificial intelligence training service so as to enable the cooking scene recognition model to pass a deep learning training mode. In other words, the cooking pictures with the number larger than the preset number are obtained at the cloud end, and the artificial intelligence training service is called to carry out deep learning training on the cooking scene recognition model according to the cooking pictures. The cooking scene recognition model learns the one-to-one correspondence relationship between various cooking scenes and various cooking pictures, and may learn the scene characteristics corresponding to the various cooking scenes, wherein the scene characteristics include the one-to-one correspondence relationship between the various cooking scenes and the various cooking pictures.
Optionally, the second determining module 64 is further configured to receive a rule generating instruction, and generate the cooking time length determining rule according to the rule generating instruction, where the cooking time length determining rule includes: cooking time lengths corresponding to various cooking scenes respectively; storing the cooking time length judgment rule in a local storage of the range hood; and under the condition of determining the cooking scene corresponding to the cooking picture, determining the cooking time corresponding to the cooking scene according to the cooking time judgment rule.
In the embodiment of the present invention, in order to remind a user of completion of cooking when the cooking is completed, a cooking time length determination rule needs to be generated before the cooking, where the cooking time length determination rule includes: and the cooking time lengths respectively correspond to the multiple cooking scenes. In this embodiment, the cooking time length determination rule may be generated according to the received rule generation instruction and a database of cooking time lengths corresponding to various cooking scenarios, respectively. And storing the cooking time length judgment rule in a local storage of the range hood, so that the range hood can directly judge whether the cooking is finished or not by using the cooking time length judgment rule under the condition that the range hood is not networked.
Optionally, the first determining module 62 is further configured to start a duration adjustment task corresponding to the cooking scenario, where the duration adjustment task at least includes an adjustment mode of one of the following: increasing the duration of heat of the cooking equipment and reducing the duration of heat of the cooking equipment; acquiring a current cooking picture of the target food according to a first preset time length through the image acquisition device; and determining whether the adjusting mode of the heating adjusting task needs to be updated or not according to the current cooking picture.
In the embodiment of the invention, the invention also provides a fire automatic regulation method based on deep learning, which comprises the following steps: when the cooking device starts to cook food, a duration adjustment task is started. Acquiring a current cooking picture of the target food according to a first preset time length through the image acquisition device; the cooking scene recognition model determines whether the heating degree needs to be adjusted to be larger or smaller according to the current cooking picture and the current cooking scene, and if the heating degree needs to be adjusted to be larger or smaller, the adjusting mode of the heating degree adjusting task is updated, wherein the heating degree adjusting task at least comprises one of the following adjusting modes: heightening the duration and degree of heating of the cooking equipment and reducing the duration and degree of heating of the cooking equipment.
Optionally, the second determining module 64 is further configured to receive a cooking time length adjusting instruction, where the cooking time length adjusting instruction is used to indicate the target cooking time length modified by the reminding task and the modification operation of the target cooking time length; and adjusting the cooking time in the reminding task according to the target cooking time and the modification operation.
In the embodiment of the present invention, the reminding task is set according to the cooking time length, but different users like different degrees of maturity of food, so the embodiment of the present invention further provides an adjusting scheme for the cooking time length in the reminding task: and the target object (user) sends a cooking time length adjusting instruction to the range hood, and the range hood adjusts the cooking time length in the reminding task according to the cooking time length adjusting instruction. The cooking time length adjusting instruction is used for indicating the target cooking time length which is correspondingly modified by the reminding task and the modification operation of the target cooking time length.
Optionally, the second determining module 64 is further configured to increase the cooking time length in the reminding task by the target cooking time length when the modification operation indicates that the target cooking time length is increased; and under the condition that the modification operation indicates that the target cooking time length is reduced, reducing the cooking time length in the reminding task by the target cooking time length.
In an embodiment of the present invention, the modification operation is to instruct the cooking time period to increase the target cooking time period or to decrease the target cooking time period. And increasing the cooking time in the reminding task by the target cooking time or reducing the cooking time in the reminding task by the target cooking time according to the target cooking time and the modification operation. Through the technical means, the cooking time in the reminding task can be automatically adjusted according to the user preference.
Optionally, the second determining module 64 is further configured to instruct the cooking device to stop the cooking operation when receiving a cooking stop instruction sent by the target object; and under the condition that the cooking stop instruction is not received within a second preset time, instructing the cooking equipment to stop the cooking operation.
In the correlation technique, cooking equipment can't feed back the warning of length of cooking to the user, and the pot is burnt in the culinary art appears easily, has the potential safety hazard scheduling problem. The embodiment of the invention not only can set a reminding task and feed back the reminding of finishing cooking to the user, but also can actively instruct the cooking equipment to stop the cooking operation: and if the cooking stop instruction is not received within a second preset time period, instructing the cooking equipment to stop the cooking operation. Through above-mentioned technical means, under the condition that cooking equipment does not obtain the instruction that the user stopped cooking, appear cooking and stick with paste the pot, have potential safety hazard scheduling problem.
It should be noted that, the above modules may be implemented by software or hardware, and for the latter, the following may be implemented, but not limited to: the modules are all positioned in the same processor; alternatively, the modules are respectively located in different processors in any combination.
Embodiments of the present invention also provide a storage medium having a computer program stored therein, wherein the computer program is arranged to perform the steps of any of the above method embodiments when executed.
Further, in the present embodiment, the above-mentioned storage medium may be configured to store a computer program for executing the steps of:
s1, when the range hood is detected to be opened, indicating an image acquisition device to acquire a cooking picture, wherein the image acquisition device is arranged on the range hood, and the cooking picture is a picture of target food which is being cooked by the cooking equipment;
s2, calling a cooking scene recognition model to determine a cooking scene corresponding to the cooking picture;
and S3, determining the cooking time corresponding to the cooking scene, and setting a reminding task on the mobile terminal according to the cooking time, wherein the reminding task is used for reminding the completion of the cooking of the target object.
Further, in the present embodiment, the storage medium may include, but is not limited to: various media capable of storing computer programs, such as a usb disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a removable hard disk, a magnetic disk, or an optical disk.
Embodiments of the present invention also provide an electronic device comprising a memory having a computer program stored therein and a processor arranged to run the computer program to perform the steps of any of the above method embodiments.
Further, the electronic apparatus may further include a transmission device and an input/output device, wherein the transmission device is connected to the processor, and the input/output device is connected to the processor.
Further, in this embodiment, the processor may be configured to execute the following steps by a computer program:
s1, when the range hood is detected to be opened, indicating an image acquisition device to acquire a cooking picture, wherein the image acquisition device is arranged on the range hood, and the cooking picture is a picture of target food which is being cooked by the cooking equipment;
s2, calling a cooking scene recognition model to determine a cooking scene corresponding to the cooking picture;
and S3, determining the cooking time corresponding to the cooking scene, and setting a reminding task on the mobile terminal according to the cooking time, wherein the reminding task is used for reminding the completion of the cooking of the target object.
Further, in this embodiment, reference may be made to the examples described in the above embodiments and optional implementation manners for specific examples, and details of this embodiment are not repeated herein.
It will be apparent to those skilled in the art that the modules or steps of the present invention described above may be implemented by a general purpose computing device, they may be centralized on a single computing device or distributed across a network of multiple computing devices, and further, they may be implemented by program code executable by a computing device, such that they may be stored in a storage device and executed by a computing device, and in some cases, the steps shown or described may be performed in an order different than that described herein, or they may be separately fabricated into individual integrated circuit modules, or multiple ones of them may be fabricated into a single integrated circuit module. Thus, the present invention is not limited to any specific combination of hardware and software.
The above description is only a preferred embodiment of the present invention and is not intended to limit the present invention, and various modifications and changes may be made by those skilled in the art. Any modification, equivalent replacement, or improvement made within the principle of the present invention should be included in the protection scope of the present invention.
Claims (10)
1. A method for reminding cooking time is characterized by comprising the following steps:
under the condition that the range hood is detected to be opened, indicating an image acquisition device to acquire a cooking picture, wherein the image acquisition device is arranged on the range hood, and the cooking picture is a picture of target food which is being cooked by the cooking equipment;
calling a cooking scene recognition model to determine a cooking scene corresponding to the cooking picture;
and determining the cooking time corresponding to the cooking scene, and setting a reminding task on the mobile terminal according to the cooking time, wherein the reminding task is used for reminding the completion of the cooking of the target object.
2. The reminding method of cooking time according to claim 1, wherein before calling a cooking scene recognition model to determine the cooking scene corresponding to the cooking picture, the method further comprises:
receiving the cooking scene recognition model which is sent by a cloud and is learned with the scene characteristics, wherein the cooking scene recognition model which is obtained by the cloud in the following way and is learned with the scene characteristics: acquiring cooking pictures with the number larger than the preset number, and introducing the cooking pictures into artificial intelligence training service so that a cooking scene recognition model learns the one-to-one correspondence relationship between various cooking scenes and various cooking pictures in a deep learning training mode;
and storing the cooking scene recognition model in a local storage of the range hood.
3. The reminding method of the cooking time according to claim 1, wherein the determining the cooking time corresponding to the cooking scene comprises:
receiving a rule generation instruction, and generating the cooking time length judgment rule according to the rule generation instruction, wherein the cooking time length judgment rule comprises: cooking time lengths corresponding to various cooking scenes respectively;
storing the cooking time length judgment rule in a local storage of the range hood;
and under the condition of determining the cooking scene corresponding to the cooking picture, determining the cooking time corresponding to the cooking scene according to the cooking time judgment rule.
4. The reminding method of cooking time according to claim 1, wherein after calling a cooking scene recognition model to determine the cooking scene corresponding to the cooking picture, the method further comprises:
and starting a heating adjustment task corresponding to the cooking scene, wherein the heating adjustment task at least comprises one of the following adjustment modes: increasing the duration of heat of the cooking equipment and reducing the duration of heat of the cooking equipment;
acquiring a current cooking picture of the target food according to a first preset time length through the image acquisition device;
and determining whether the adjusting mode of the heating adjusting task needs to be updated or not according to the current cooking picture.
5. The method for reminding the cooking time according to claim 1, wherein after a reminding task is set on a mobile terminal according to the cooking time, the method further comprises:
receiving a cooking time length adjusting instruction, wherein the cooking time length adjusting instruction is used for indicating the target cooking time length modified corresponding to the reminding task and the modification operation of the target cooking time length;
and adjusting the cooking time in the reminding task according to the target cooking time and the modification operation.
6. The method for reminding the cooking time according to claim 5, wherein the step of adjusting the cooking time in the reminding task according to the target cooking time and the modification operation comprises the following steps:
under the condition that the modification operation indicates that the target cooking time length is increased, increasing the cooking time length in the reminding task by the target cooking time length;
and under the condition that the modification operation indicates that the target cooking time length is reduced, reducing the cooking time length in the reminding task by the target cooking time length.
7. The method for reminding the cooking time according to claim 1, wherein after a reminding task is set on a mobile terminal according to the cooking time, the method further comprises:
instructing the cooking device to stop a cooking operation in case of receiving a cooking stop instruction sent by a target object;
and under the condition that the cooking stop instruction is not received within a second preset time, instructing the cooking equipment to stop the cooking operation.
8. A device for alerting of completion of cooking, comprising:
the cooking device comprises an acquisition module, a processing module and a control module, wherein the acquisition module is used for indicating an image acquisition device to acquire a cooking picture under the condition that the range hood is detected to be opened, the image acquisition device is arranged on the range hood, and the cooking picture is a picture of target food which is being cooked by the cooking device;
the first determining module is used for calling a cooking scene recognition model to determine a cooking scene corresponding to the cooking picture;
and the second determining module is used for determining the cooking time corresponding to the cooking scene and setting a reminding task on the mobile terminal according to the cooking time, wherein the reminding task is used for reminding the completion of the cooking of the target object.
9. A computer-readable storage medium, comprising a stored program, wherein the program is operable to perform the method of any one of claims 1 to 7.
10. An electronic device comprising a memory and a processor, characterized in that the memory has stored therein a computer program, the processor being arranged to execute the method of any of claims 1 to 7 by means of the computer program.
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