CN107620988A - The alarm method and device of micro-wave oven - Google Patents

The alarm method and device of micro-wave oven Download PDF

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Publication number
CN107620988A
CN107620988A CN201710889567.2A CN201710889567A CN107620988A CN 107620988 A CN107620988 A CN 107620988A CN 201710889567 A CN201710889567 A CN 201710889567A CN 107620988 A CN107620988 A CN 107620988A
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China
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danger
image
article
micro
wave oven
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CN201710889567.2A
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Chinese (zh)
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CN107620988B (en
Inventor
郑丰周
李俊锴
苏志华
关敬维
高佳慧
周荣
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珠海格力电器股份有限公司
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Publication of CN107620988A publication Critical patent/CN107620988A/en
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Publication of CN107620988B publication Critical patent/CN107620988B/en

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Abstract

This application discloses a kind of alarm method of micro-wave oven and device.This method includes:The article being put into micro-wave oven is shot to obtain image by the camera being arranged in micro-wave oven;Image is analyzed using the first model, determines whether the article on image is danger, wherein, the first model is trained using multi-group data by machine learning, and every group of data in multi-group data include:The image of image and mark danger including danger includes the label of danger;In the case of it is determined that the article on image is danger, prompting message is triggered, wherein, prompting message is used to remind danger in micro-wave oven be present.By the application, solve the problems, such as effectively judge in correlation technique in micro-wave oven whether dangerous thing.

Description

The alarm method and device of micro-wave oven

Technical field

The application is related to appliance field, in particular to the alarm method and device of a kind of micro-wave oven.

Background technology

Micro-wave oven is to absorb microwave energy in microwave field using food and make the cooking apparatus of conducting self-heating, based on microwave The operation principle of stove, many articles are exactly the article with certain risk for micro-wave oven, can not be positioned over microwave In stove.

Firstly, since the type of goods that can not be put in micro-wave oven is various, it is unfavorable for user's memory, secondly as being put into The type of goods of micro-wave oven may be more, is unfavorable for user and is judged to identify one by one, therefore user is careless slightly, will will endanger Dangerous thing is put in micro-wave oven, is heated, and the situation for eventually causing serious consequence occurs.Also, conventional microwave oven None- identified It is danger into the article inside furnace chamber.

For can not effectively judge in micro-wave oven whether dangerous thing the problem of, not yet propose effective solution party at present Case.

The content of the invention

The main purpose of the application is the alarm method and device for providing a kind of micro-wave oven, to solve nothing in correlation technique Method effectively judge in micro-wave oven whether dangerous thing the problem of.

To achieve these goals, according to the one side of the application, there is provided a kind of alarm method of micro-wave oven.The party Method includes:The article being put into the micro-wave oven is shot to obtain image by the camera being arranged in micro-wave oven;Make Described image is analyzed with the first model, determines whether the article in described image is danger, wherein, first mould Type is trained using multi-group data by machine learning, and every group of data in the multi-group data include:Including danger The image of thing and the image of the mark danger include the label of danger;It is determined that the article on image is the feelings of danger Under condition, prompting message is triggered, wherein, the prompting message is used to remind in the micro-wave oven danger be present.

Further, in the case of it is determined that the article on image is danger, triggering prompting message includes:It is determined that figure In the case of being danger as upper article, the micro-wave oven No starting is controlled while triggering prompting message.

Further, the danger classes of the danger includes:The first estate and the second grade, wherein, described first etc. The degree of danger of level is higher than the degree of danger of second grade, in the case of it is determined that the article on image is danger, touches Hair prompting message includes:In the case of it is determined that the article on image is danger, identify corresponding to the article in described image Danger classes;If danger classes corresponding to the article in described image is described the first estate, the prompting message is triggered, and control Make the micro-wave oven No starting;If danger classes corresponding to the article in described image is second grade, described in triggering Prompting message.

Further, the danger classes of the danger includes:The first estate and the second grade, wherein, described first etc. The degree of danger of level is higher than the degree of danger of second grade, in the case of it is determined that the article on image is danger, touches Hair prompting message includes:In the case of it is determined that the article on image is danger, identify corresponding to the article in described image Danger classes;If danger classes corresponding to the article in described image is described the first estate, the first prompting message is triggered;If institute It is second grade to state danger classes corresponding to the article on image, triggers the second prompting message, wherein, described first reminds The prompting dynamics of information is higher than the prompting dynamics of second prompting message.

To achieve these goals, according to the another aspect of the application, there is provided a kind of alarm device of micro-wave oven.The dress Put including:Acquiring unit, the article being put into the micro-wave oven is clapped for the camera by being arranged in micro-wave oven Take the photograph to obtain image;Confirmation unit, for being analyzed using the first model described image, determine that the article in described image is No is danger, wherein, first model is trained using multi-group data by machine learning, in the multi-group data Every group of data include:The image of image and the mark danger including danger includes the label of danger;Remind Unit, in the case of it is determined that the article on image is danger, triggering prompting message, wherein, the prompting message is used Danger be present in reminding in the micro-wave oven.

Further, the reminding unit includes:In the case of it is determined that the article on image is danger, triggering is reminded The micro-wave oven No starting is controlled while information.

Further, the danger classes of the danger includes:The first estate and the second grade, wherein, described first etc. The degree of danger of level is higher than the degree of danger of second grade, and the reminding unit includes:First identification module, for true In the case of determining the article on image and being danger, danger classes corresponding to the article in described image is identified;First reminds mould Block, if danger classes corresponding to article in described image is described the first estate, the prompting message is triggered, and control The micro-wave oven No starting;Second prompting module, if danger classes corresponding to article in described image is described the Two grades, trigger the prompting message.

Further, the danger classes of the danger includes:The first estate and the second grade, wherein, described first etc. The degree of danger of level is higher than the degree of danger of second grade, and the reminding unit includes:Second identification module, for true In the case of determining the article on image and being danger, danger classes corresponding to the article in described image is identified;3rd reminds mould Block, if danger classes corresponding to article in described image is described the first estate, trigger the first prompting message;4th carries Wake up module, if danger classes corresponding to article in described image be second grade, the second prompting message of triggering, its In, the prompting dynamics of first prompting message is higher than the prompting dynamics of second prompting message.

To achieve these goals, according to the another aspect of the application, there is provided a kind of storage medium, the storage medium Program including storage, wherein, described program performs the alarm method of the micro-wave oven described in above-mentioned any one.

To achieve these goals, according to the another aspect of the application, there is provided a kind of processor, the processor are used for Operation program, wherein, described program performs the alarm method of the micro-wave oven described in above-mentioned any one when running.

By the application, using following steps:By the camera that is arranged in micro-wave oven to the thing that is put into micro-wave oven Product are shot to obtain image;Image is analyzed using the first model, determines whether the article on image is danger, its In, the first model is trained using multi-group data by machine learning, and every group of data in multi-group data include:Including The image of danger and the image of mark danger include the label of danger;It is determined that the article on image is the feelings of danger Under condition, prompting message is triggered, wherein, prompting message is used to remind danger in micro-wave oven be present, solves nothing in correlation technique Method effectively judge in micro-wave oven whether dangerous thing the problem of.By setting camera in micro-wave oven, acquisition is put in microwave The Item Information of furnace chamber, and then judge whether the article contains dangerous goods, user is reminded in the case of containing dangerous goods, And then judge the danger positioned at microwave oven intracavitary, and remind the effect of user.

Brief description of the drawings

The accompanying drawing for forming the part of the application is used for providing further understanding of the present application, the schematic reality of the application Apply example and its illustrate to be used to explain the application, do not form the improper restriction to the application.In the accompanying drawings:

Fig. 1 is the flow chart of the alarm method of the micro-wave oven provided according to the embodiment of the present application;And

Fig. 2 is the schematic diagram of the alarm device of the micro-wave oven provided according to the embodiment of the present application.

Embodiment

It should be noted that in the case where not conflicting, the feature in embodiment and embodiment in the application can phase Mutually combination.Describe the application in detail below with reference to the accompanying drawings and in conjunction with the embodiments.

In order that those skilled in the art more fully understand application scheme, below in conjunction with the embodiment of the present application Accompanying drawing, the technical scheme in the embodiment of the present application is clearly and completely described, it is clear that described embodiment is only The embodiment of the application part, rather than whole embodiments.Based on the embodiment in the application, ordinary skill people The every other embodiment that member is obtained under the premise of creative work is not made, it should all belong to the model of the application protection Enclose.

It should be noted that term " first " in the description and claims of this application and above-mentioned accompanying drawing, " Two " etc. be for distinguishing similar object, without for describing specific order or precedence.It should be appreciated that so use Data can exchange in the appropriate case, so as to embodiments herein described herein.In addition, term " comprising " and " tool Have " and their any deformation, it is intended that cover it is non-exclusive include, for example, containing series of steps or unit Process, method, system, product or equipment are not necessarily limited to those steps clearly listed or unit, but may include without clear It is listing to Chu or for the intrinsic other steps of these processes, method, product or equipment or unit.

According to embodiments herein, there is provided a kind of alarm method of micro-wave oven.

Fig. 1 is the flow chart according to the alarm method of the micro-wave oven of the embodiment of the present application.As shown in figure 1, this method includes Following steps:

Step S101, the article being put into micro-wave oven is shot to obtain figure by the camera being arranged in micro-wave oven Picture.

Under many circumstances, user, may be unconscious by danger placement and micro-wave oven when using micro-wave oven Heated, cause dangerous generation, in order to prevent danger to be positioned in micro-wave oven, heated, first have to gather micro-wave oven Interior Item Information.Further, in order to gather the Item Information in micro-wave oven, camera can be installed in micro-wave oven and sets It is standby, the image of article in micro-wave oven is shot, includes the Item Information in stove in above-mentioned image, you can obtain the article in micro-wave oven Information.

The type of camera device has many kinds, and optionally, camera device includes but is not limited to:Virtual camera device and Digital camera device.

For example, user wishes food A (heated) being positioned in micro-wave oven, heated.Therefore need to obtain May determine that in food A whether the information containing danger.Using above-described embodiment, for micro-wave oven, in order to judge in food A Whether contain danger, camera is set in burner hearth, to obtain the relevant information for the food A being positioned in burner hearth, the information Include judging in food A whether the information containing danger.

Step S102, image is analyzed using the first model, determine whether the article on image is danger, its In, the first model is trained using multi-group data by machine learning, and every group of data in multi-group data include:Including The image of danger and the image of mark danger include the label of danger.

Image is analyzed, to determine whether the article on image is danger, it is necessary to first obtain the first model, wherein First model is obtained by machine learning, for judging whether the article on image is danger.

It should be noted that the species of the danger referred in the embodiment of the present application can be but be not limited to:Serious danger The article of evil health, the serious article for damaging micro-wave oven, heat the article that can be exploded, heat the dirt that can increase micro-wave oven Article etc..For example, the danger referred in the embodiment of the present application is:Metalware (iron, aluminium, stainless steel, enamel etc.), envelope Close container, uncapped sub catsup, plastic containers, plastic containers, accompanying cup, aluminium foil, capsicum, Chinese meal takeout box, lunch bag, Egg, indivedual fruit etc..

In order to obtain the first model, as an optional embodiment, first have to obtain multi-group data, wherein every group of data Include:The image of image and mark danger including danger includes the label of danger;Secondly, model training is passed through Device, above-mentioned multi-group data is trained;Finally obtain the first model.

In order to after analyzing image, obtain the information of more dangers, optionally, the danger in multi-group data Label, it can include but is not limited to:The material of danger, the title of danger, cause the reason for danger etc..

Step S103, in the case of it is determined that the article on image is danger, prompting message is triggered, wherein, remind letter Cease and danger in micro-wave oven be present for reminding.

By above-mentioned steps, the material being positioned in micro-wave oven burner hearth could be aware that, if include danger, and danger Which material thing is, at this time, it may be necessary to which information (whether comprising danger, and which material danger is) notice that will determine that is used Family, for reminding user:Danger in micro-wave oven be present, user is taken out danger out of micro-wave oven burner hearth, avoid due to Danger is positioned in micro-wave oven burner hearth and heated, caused by it is dangerous.

The type of prompting message may have many kinds, and as an optional embodiment, the type of prompting message can wrap Include at least one of:The light on micro-wave oven is set to start flicker or Chang Liang, the display reminding content on the display screen of micro-wave oven, Suggestion content etc. is sent to the mobile device of user.

In order to avoid the danger that danger heats in micro-wave oven in root, alternatively, provided in the embodiment of the present application In the alarm method of micro-wave oven, in the case of it is determined that the article on image is danger, triggering prompting message includes:It is determined that In the case that article on image is danger, micro-wave oven No starting is controlled while triggering prompting message.

By above-mentioned steps, in the case of it is determined that the article on image is danger, controlled while triggering prompting message Micro-wave oven No starting processed, the danger that danger heats in micro-wave oven can be avoided from root.

For example, heated when the food for being contained in container made of iron is positioned in micro-wave oven by user, and micro-wave oven detects Go out and contain container made of iron in micro-wave oven, and container made of iron belongs to danger, now, micro-wave oven then opens No starting pattern, That is, even if the button that user clicks on " opening heating ", namely micro-wave oven receive unlatching heating instructions, micro-wave oven can not also open It is dynamic.Until micro-wave oven is judged not containing any danger in micro-wave oven, No starting pattern, now, Yong Hudian can be released The button of " beginning to warm up " is hit, namely micro-wave oven receives and begins to warm up instruction, micro-wave oven just starts to heat food.

In addition, in order to prevent microwave method error in judgement, cause micro-wave oven can not heat the situation of normal diet and occur, therefore Micro-wave oven is additionally provided with the option for releasing No starting pattern, is heated when normal diet is put in micro-wave oven by user, and just Often eat and do not include danger in thing, but micro-wave oven error in judgement, it is believed that normal diet includes danger, and opens No starting Pattern, and user clicks on the button of " releasing prohibited mode ", namely micro-wave oven receives and releases prohibited mode instruction, micro-wave oven is No starting pattern can be released, now, user only needs to click on the button of " beginning to warm up ", namely micro-wave oven receives unlatching heating Instruction, micro-wave oven can heat to food.

In order to improve the control that user heats to article, alternatively, in the announcement for the micro-wave oven that the embodiment of the present application provides In alarm method, the danger classes of danger includes:The first estate and the second grade, wherein, the degree of danger of the first estate is higher than The degree of danger of second grade, in the case of it is determined that the article on image is danger, triggering prompting message includes:It is determined that In the case that article on image is danger, danger classes corresponding to the article on image is identified;If the article pair on image The danger classes answered is the first estate, triggers prompting message, and control micro-wave oven No starting;If corresponding to the article on image Danger classes is the second grade, triggers prompting message.

By above-described embodiment, danger is divided to the grade of different degrees of danger so that can be according to danger grade The processing of different mode is carried out to danger so that processing mode more hommization of the micro-wave oven to danger.Now user can To be needed according to itself, autonomous selection processing is carried out to the danger of the second grade, that is, can select to continue to heat, also may be used Danger is taken out with selection, multiple choices has been provided the user, has improved user experience.Simultaneously user is it also avoid to think pair When the not high article of degree of danger is heated, the situation that it is heated can not occur for micro-wave oven.

As a kind of optional embodiment, the criterion of the first estate of danger includes but is not limited to:Seriously endanger Health, micro-wave oven is seriously damaged, heats and can explode.

As a kind of optional embodiment, the criterion of the second grade of danger includes but is not limited to:Heating can increase Add dirt of micro-wave oven etc..

As a kind of optional example, the danger of the first estate includes but is not limited to:Metalware is (iron, aluminium, stainless Steel, enamel etc.), closed vessel etc..The danger of second grade includes but is not limited to:Uncapped sub catsup, plastic containers.

In order that the mode that must be reminded more hommization, alternatively, in the alarm for the micro-wave oven that the embodiment of the present application provides In method, the danger classes of danger includes:The first estate and the second grade, wherein, the degree of danger of the first estate is higher than the The degree of danger of two grades, in the case of it is determined that the article on image is danger, triggering prompting message includes:It is determined that figure In the case of being danger as upper article, danger classes corresponding to the article on image is identified;If the article on image is corresponding Danger classes be the first estate, trigger the first prompting message;If danger classes corresponding to the article on image is the second grade, The second prompting message is triggered, wherein, the prompting dynamics of the first prompting message is higher than the prompting dynamics of the second prompting message.

By above-described embodiment, danger is divided to the grade of different degrees of danger so that can be according to danger grade The prompting of different mode is carried out to user so that the more hommization of the mode of prompting, user can be according to the promptings of different mode Recognize the degree of danger of danger, then handled according to the degree of danger of danger, improve user experience.

Cause the different factor of prompting dynamics there are many kinds, as an optional embodiment, cause prompting dynamics Different factors can include at least one of:The particular content for reminding word, form, the sound of prompting sound of reminding word Degree, the particular content for reminding sound, the color for reminding light, flicker degree of prompting light etc..

As a kind of optional example, when detecting the danger of the first estate, send and carry to the mobile device of user Wake up information, the title of danger that wherein prompting message content includes detecting, species, danger classes, cause the reason for danger, And using red, the overstriking font display alarm information content, while using 160 decibels of prompting sound, report the danger detected Title, species, the danger classes of dangerous thing, and open micro-wave oven disabling pattern.

As a kind of optional example, when detecting the danger of the second grade, send and carry to the mobile device of user Wake up information, the title of danger that wherein prompting message content includes detecting, species, danger classes, cause the reason for danger, And the black font display alarm information content is used, while using 60 decibels of prompting sound, report the danger that detects Title, species, danger classes.

In correlation technique, user may be because the species for not knowing about the danger relative to micro-wave oven, and cause danger Thing is positioned in micro-wave oven, is heated, and causes serious consequence.Also it is not excluded for simultaneously, user understands the danger relative to micro-wave oven The species of dangerous thing, but it is not careful due to detecting, do not discover the danger concealed in food, and cause danger to be positioned over In micro-wave oven, heated, cause serious consequence.

For example, user wishes food A (heated) being positioned in micro-wave oven, heated.Therefore need to judge Whether contain danger in food A, when not containing danger in food A, food A can be positioned in micro-wave oven and be added Heat.Generally, user may log in internet, pass through the danger on webpage to judge whether contain danger in food A Information, in food A material carry out one by one judge identify, but still have due to detect it is not careful, do not discover conceal in Danger in food, and cause danger to be positioned in micro-wave oven, the possibility heated.For micro-wave oven, then can not sentence It is disconnected whether to contain danger, also danger can not be prevented to be heated in micro-wave oven burner hearth.

And the alarm method for the micro-wave oven that the embodiment of the present application provides, by the camera that is arranged in micro-wave oven to being put into Article in micro-wave oven is shot to obtain image;Image is analyzed using the first model, determines that the article on image is No is danger, wherein, the first model is trained using multi-group data by machine learning, every group of number in multi-group data According to including:The image of image and mark danger including danger includes the label of danger;It is determined that thing on image In the case that product are danger, prompting message is triggered, wherein, prompting message is used to remind danger in micro-wave oven be present.Solve Can not effectively not judge in correlation technique in micro-wave oven whether dangerous thing the problem of.And then judge to be located at micro-wave oven Danger in furnace chamber, and remind the effect of user.

It should be noted that can be in such as one group of computer executable instructions the flow of accompanying drawing illustrates the step of Performed in computer system, although also, show logical order in flow charts, in some cases, can be with not The order being same as herein performs shown or described step.

The embodiment of the present application additionally provides a kind of alarm device of micro-wave oven, it is necessary to illustrate, the embodiment of the present application The alarm device of micro-wave oven can be used for performing the alarm method for micro-wave oven that the embodiment of the present application is provided.Below to this The alarm device for the micro-wave oven that application embodiment provides is introduced.

Fig. 2 is the schematic diagram according to the alarm device of the micro-wave oven of the embodiment of the present application.As shown in Fig. 2 the device includes: Acquiring unit 10, confirmation unit 20 and reminding unit 30.

Acquiring unit 10, the article being put into micro-wave oven is shot for the camera by being arranged in micro-wave oven Obtain image;Confirmation unit 20, for being analyzed using the first model image, determine whether the article on image is dangerous Thing, wherein, the first model is trained using multi-group data by machine learning, and every group of data in multi-group data are wrapped Include:The image of image and mark danger including danger includes the label of danger;Reminding unit 30, for it is determined that figure In the case of being danger as upper article, prompting message is triggered, wherein, prompting message is dangerous in micro-wave oven for reminding Thing.

Alternatively, in the alarm device for the micro-wave oven that the embodiment of the present application provides, reminding unit includes:It is determined that image On article be danger in the case of, trigger prompting message while control micro-wave oven No starting.

Alternatively, in the alarm device for the micro-wave oven that the embodiment of the present application provides, the danger classes of danger includes:The One grade and the second grade, wherein, the degree of danger of the first estate is higher than the degree of danger of the second grade, and reminding unit includes: First identification module, endangered in the case of it is determined that the article on image is danger, identifying corresponding to the article on image Dangerous grade;First prompting module, if danger classes corresponding to article on image is the first estate, prompting message is triggered, And control micro-wave oven No starting;Second prompting module, if danger classes corresponding to article on image is the second grade, Trigger prompting message.

Alternatively, in the alarm device for the micro-wave oven that the embodiment of the present application provides, the danger classes of danger includes:The One grade and the second grade, wherein, the degree of danger of the first estate is higher than the degree of danger of the second grade, and reminding unit includes: Second identification module, endangered in the case of it is determined that the article on image is danger, identifying corresponding to the article on image Dangerous grade;3rd prompting module, if danger classes corresponding to article on image is the first estate, letter is reminded in triggering first Breath;4th prompting module, if danger classes corresponding to article on image is the second grade, the second prompting message is triggered, Wherein, the prompting dynamics of the first prompting message is higher than the prompting dynamics of the second prompting message.

The alarm device for the micro-wave oven that the embodiment of the present application provides, by acquiring unit 10 by being arranged in micro-wave oven Camera is shot to obtain image to the article being put into micro-wave oven;Confirmation unit 20 is divided image using the first model Analysis, determines whether the article on image is danger, wherein, the first model is to be trained using multi-group data by machine learning , every group of data in multi-group data include:The image of image and mark danger including danger includes danger Label;Reminding unit 30 triggers prompting message in the case of it is determined that the article on image is danger, wherein, prompting message Danger in micro-wave oven be present for reminding, solve can not effectively judge in correlation technique in micro-wave oven whether dangerous thing The problem of, and then judge the danger positioned at microwave oven intracavitary, and remind the effect of user.

The alarm device of micro-wave oven includes processor and memory, and above-mentioned acquiring unit 10, confirmation unit 20 and prompting are single First 30 grades as program unit storage in memory, by the said procedure unit of computing device storage in memory Lai Realize corresponding function.

Kernel is included in processor, is gone in memory to transfer corresponding program unit by kernel.Kernel can set one Or more, by the danger for adjusting kernel parameter to judge positioned at microwave oven intracavitary, and remind user.

Memory may include computer-readable medium in volatile memory, random access memory (RAM) and/ Or the form such as Nonvolatile memory, such as read-only storage (ROM) or flash memory (flash RAM), memory includes at least one deposit Store up chip.

The embodiments of the invention provide a kind of storage medium, program is stored thereon with, it is real when the program is executed by processor The alarm method of existing micro-wave oven.

The embodiments of the invention provide a kind of processor, processor is used for operation program, wherein, program performs micro- when running The alarm method of ripple stove.

The embodiments of the invention provide a kind of equipment, equipment includes processor, memory and storage on a memory and can The program run on a processor, following steps are realized during computing device program:Pass through the camera being arranged in micro-wave oven The article being put into micro-wave oven is shot to obtain image;Image is analyzed using the first model, determined on image Whether article is danger, wherein, the first model is trained using multi-group data by machine learning, in multi-group data Every group of data include:The image of image and mark danger including danger includes the label of danger;It is determined that image On article be danger in the case of, trigger prompting message, wherein, prompting message be used for remind it is dangerous in micro-wave oven Thing.

In the case of it is determined that the article on image is danger, triggering prompting message includes:It is determined that thing on image In the case that product are danger, micro-wave oven No starting is controlled while triggering prompting message.

The danger classes of danger includes:The first estate and the second grade, wherein, the degree of danger of the first estate is higher than the The degree of danger of two grades, in the case of it is determined that the article on image is danger, triggering prompting message includes:It is determined that figure In the case of being danger as upper article, danger classes corresponding to the article on image is identified;If the article on image is corresponding Danger classes be the first estate, trigger prompting message, and control micro-wave oven No starting;If endangered corresponding to the article on image Dangerous grade is the second grade, triggers prompting message.

The danger classes of danger includes:The first estate and the second grade, wherein, the degree of danger of the first estate is higher than the The degree of danger of two grades, in the case of it is determined that the article on image is danger, triggering prompting message includes:It is determined that figure In the case of being danger as upper article, danger classes corresponding to the article on image is identified;If the article on image is corresponding Danger classes be the first estate, trigger the first prompting message;If danger classes corresponding to the article on image is the second grade, The second prompting message is triggered, wherein, the prompting dynamics of the first prompting message is higher than the prompting dynamics of the second prompting message.Herein Equipment can be server, PC, PAD, mobile phone etc..

Present invention also provides a kind of computer program product, when being performed on data processing equipment, is adapted for carrying out just The program of beginningization there are as below methods step:The article being put into micro-wave oven is clapped by the camera being arranged in micro-wave oven Take the photograph to obtain image;Image is analyzed using the first model, determines whether the article on image is danger, wherein, first Model is trained using multi-group data by machine learning, and every group of data in multi-group data include:Including danger Image and the image of mark danger include the label of danger;In the case of it is determined that the article on image is danger, Prompting message is triggered, wherein, prompting message is used to remind danger in micro-wave oven be present.

In the case of it is determined that the article on image is danger, triggering prompting message includes:It is determined that thing on image In the case that product are danger, micro-wave oven No starting is controlled while triggering prompting message.

The danger classes of danger includes:The first estate and the second grade, wherein, the degree of danger of the first estate is higher than the The degree of danger of two grades, in the case of it is determined that the article on image is danger, triggering prompting message includes:It is determined that figure In the case of being danger as upper article, danger classes corresponding to the article on image is identified;If the article on image is corresponding Danger classes be the first estate, trigger prompting message, and control micro-wave oven No starting;If endangered corresponding to the article on image Dangerous grade is the second grade, triggers prompting message.

The danger classes of danger includes:The first estate and the second grade, wherein, the degree of danger of the first estate is higher than the The degree of danger of two grades, in the case of it is determined that the article on image is danger, triggering prompting message includes:It is determined that figure In the case of being danger as upper article, danger classes corresponding to the article on image is identified;If the article on image is corresponding Danger classes be the first estate, trigger the first prompting message;If danger classes corresponding to the article on image is the second grade, The second prompting message is triggered, wherein, the prompting dynamics of the first prompting message is higher than the prompting dynamics of the second prompting message.

It should be understood by those skilled in the art that, embodiments herein can be provided as method, system or computer program Product.Therefore, the application can use the reality in terms of complete hardware embodiment, complete software embodiment or combination software and hardware Apply the form of example.Moreover, the application can use the computer for wherein including computer usable program code in one or more The computer program production that usable storage medium is implemented on (including but is not limited to magnetic disk storage, CD-ROM, optical memory etc.) The form of product.

The application is with reference to the flow according to the method for the embodiment of the present application, equipment (system) and computer program product Figure and/or block diagram describe.It should be understood that can be by every first-class in computer program instructions implementation process figure and/or block diagram Journey and/or the flow in square frame and flow chart and/or block diagram and/or the combination of square frame.These computer programs can be provided The processors of all-purpose computer, special-purpose computer, Embedded Processor or other programmable data processing devices is instructed to produce A raw machine so that produced by the instruction of computer or the computing device of other programmable data processing devices for real The device for the function of being specified in present one flow of flow chart or one square frame of multiple flows and/or block diagram or multiple square frames.

These computer program instructions, which may be alternatively stored in, can guide computer or other programmable data processing devices with spy Determine in the computer-readable memory that mode works so that the instruction being stored in the computer-readable memory, which produces, to be included referring to Make the manufacture of device, the command device realize in one flow of flow chart or multiple flows and/or one square frame of block diagram or The function of being specified in multiple square frames.

These computer program instructions can be also loaded into computer or other programmable data processing devices so that counted Series of operation steps is performed on calculation machine or other programmable devices to produce computer implemented processing, so as in computer or The instruction performed on other programmable devices is provided for realizing in one flow of flow chart or multiple flows and/or block diagram one The step of function of being specified in individual square frame or multiple square frames.

In a typical configuration, computing device includes one or more processors (CPU), input/output interface, net Network interface and internal memory.

Memory may include computer-readable medium in volatile memory, random access memory (RAM) and/ Or the form such as Nonvolatile memory, such as read-only storage (ROM) or flash memory (flash RAM).Memory is computer-readable Jie The example of matter.

Computer-readable medium includes permanent and non-permanent, removable and non-removable media can be by any method Or technology come realize information store.Information can be computer-readable instruction, data structure, the module of program or other data. The example of the storage medium of computer includes, but are not limited to phase transition internal memory (PRAM), static RAM (SRAM), moved State random access memory (DRAM), other kinds of random access memory (RAM), read-only storage (ROM), electric erasable Programmable read only memory (EEPROM), fast flash memory bank or other memory techniques, read-only optical disc read-only storage (CD-ROM), Digital versatile disc (DVD) or other optical storages, magnetic cassette tape, the storage of tape magnetic rigid disk or other magnetic storage apparatus Or any other non-transmission medium, the information that can be accessed by a computing device available for storage.Define, calculate according to herein Machine computer-readable recording medium does not include temporary computer readable media (transitory media), such as data-signal and carrier wave of modulation.

It should also be noted that, term " comprising ", "comprising" or its any other variant are intended to nonexcludability Comprising so that process, method, commodity or equipment including a series of elements not only include those key elements, but also wrapping Include the other element being not expressly set out, or also include for this process, method, commodity or equipment intrinsic want Element.In the absence of more restrictions, the key element limited by sentence "including a ...", it is not excluded that including key element Other identical element in process, method, commodity or equipment also be present.

It will be understood by those skilled in the art that embodiments herein can be provided as method, system or computer program product. Therefore, the application can be using the embodiment in terms of complete hardware embodiment, complete software embodiment or combination software and hardware Form.Deposited moreover, the application can use to can use in one or more computers for wherein including computer usable program code The shape for the computer program product that storage media is implemented on (including but is not limited to magnetic disk storage, CD-ROM, optical memory etc.) Formula.

Embodiments herein is these are only, is not limited to the application.To those skilled in the art, The application can have various modifications and variations.All any modifications made within spirit herein and principle, equivalent substitution, Improve etc., it should be included within the scope of claims hereof.

Claims (10)

  1. A kind of 1. alarm method of micro-wave oven, it is characterised in that including:
    The article being put into the micro-wave oven is shot to obtain image by the camera being arranged in micro-wave oven;
    Described image is analyzed using the first model, determines whether the article in described image is danger, wherein, it is described First model is trained using multi-group data by machine learning, and every group of data in the multi-group data include:Bag The image for including danger and the image for identifying the danger include the label of danger;
    In the case of it is determined that the article on image is danger, prompting message is triggered, wherein, the prompting message is used to remind Danger be present in the micro-wave oven.
  2. 2. according to the method for claim 1, it is characterised in that in the case of it is determined that the article on image is danger, Triggering prompting message includes:In the case of it is determined that the article on image is danger, institute is controlled while triggering prompting message State micro-wave oven No starting.
  3. 3. according to the method for claim 1, it is characterised in that the danger classes of the danger includes:The first estate and Second grade, wherein, the degree of danger of described the first estate is higher than the degree of danger of second grade, it is determined that on image In the case that article is danger, triggering prompting message includes:
    In the case of it is determined that the article on image is danger, danger classes corresponding to the article in described image is identified;
    If danger classes corresponding to the article in described image is described the first estate, the prompting message is triggered, and control institute State micro-wave oven No starting;
    If danger classes corresponding to the article in described image is second grade, the prompting message is triggered.
  4. 4. according to the method for claim 1, it is characterised in that the danger classes of the danger includes:The first estate and Second grade, wherein, the degree of danger of described the first estate is higher than the degree of danger of second grade, it is determined that on image In the case that article is danger, triggering prompting message includes:
    In the case of it is determined that the article on image is danger, danger classes corresponding to the article in described image is identified;
    If danger classes corresponding to the article in described image is described the first estate, the first prompting message is triggered;
    If danger classes corresponding to the article in described image is second grade, the second prompting message is triggered, wherein, it is described The prompting dynamics of first prompting message is higher than the prompting dynamics of second prompting message.
  5. A kind of 5. alarm device of micro-wave oven, it is characterised in that including:
    Acquiring unit, the article being put into the micro-wave oven shoot for the camera by being arranged in micro-wave oven To image;
    Confirmation unit, for being analyzed using the first model described image, determine whether the article in described image is danger Dangerous thing, wherein, first model is trained using multi-group data by machine learning, every group in the multi-group data Data include:The image of image and the mark danger including danger includes the label of danger;
    Reminding unit, in the case of it is determined that the article on image is danger, triggering prompting message, wherein, it is described to carry Information of waking up is used to remind in the micro-wave oven danger be present.
  6. 6. device according to claim 5, it is characterised in that the reminding unit includes:It is determined that article on image In the case of being danger, the micro-wave oven No starting is controlled while triggering prompting message.
  7. 7. device according to claim 5, it is characterised in that the danger classes of the danger includes:The first estate and Second grade, wherein, the degree of danger of described the first estate is higher than the degree of danger of second grade, the reminding unit bag Include:
    First identification module, in the case of it is determined that the article on image is danger, identifying the article in described image Corresponding danger classes;
    First prompting module, if danger classes corresponding to article in described image is described the first estate, described in triggering Prompting message, and control the micro-wave oven No starting;
    Second prompting module, if danger classes corresponding to article in described image is second grade, described in triggering Prompting message.
  8. 8. device according to claim 5, it is characterised in that the danger classes of the danger includes:The first estate and Second grade, wherein, the degree of danger of described the first estate is higher than the degree of danger of second grade, the reminding unit bag Include:
    Second identification module, in the case of it is determined that the article on image is danger, identifying the article in described image Corresponding danger classes;
    3rd prompting module, if danger classes corresponding to article in described image is described the first estate, triggering first Prompting message;
    4th prompting module, if danger classes corresponding to article in described image is second grade, triggering second Prompting message, wherein, the prompting dynamics of first prompting message is higher than the prompting dynamics of second prompting message.
  9. A kind of 9. storage medium, it is characterised in that the storage medium includes the program of storage, wherein, described program right of execution Profit requires the alarm method of the micro-wave oven described in any one in 1 to 4.
  10. A kind of 10. processor, it is characterised in that the processor is used for operation program, wherein, right of execution when described program is run Profit requires the alarm method of the micro-wave oven described in any one in 1 to 4.
CN201710889567.2A 2017-09-27 2017-09-27 The alarm method and device of micro-wave oven CN107620988B (en)

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CN109724121A (en) * 2018-11-27 2019-05-07 宁波吉吉娃电子科技有限公司 Blast protection type mechanical type micro-oven
CN109724122A (en) * 2018-11-26 2019-05-07 宁波吉吉娃电子科技有限公司 Multi-purpose computer type micro-wave furnace

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