CN103604273B - The method of intelligent refrigerator food control - Google Patents
The method of intelligent refrigerator food control Download PDFInfo
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- CN103604273B CN103604273B CN201310568186.6A CN201310568186A CN103604273B CN 103604273 B CN103604273 B CN 103604273B CN 201310568186 A CN201310568186 A CN 201310568186A CN 103604273 B CN103604273 B CN 103604273B
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Abstract
The present invention relates to the method for intelligent refrigerator food control, comprising: a. intelligent refrigerator closes the food image in vasculum body behind the door; B. judge whether by food image uploading to background server, do not upload and perform step c, upload and perform step e; C. intelligent refrigerator carries out image recognition to food image, then shows food name; D. the data that obtain of storing step c and with the data syn-chronization in background server; E. carry out image recognition by food image uploading to background server, the food name identified feeds back in intelligent refrigerator and shows by background server; F. background server stores the data of step e, and makes the data syn-chronization in intelligent refrigerator and background server.The present invention can allow user can check the food in refrigerator when not needing manual operation, obviously facilitates the management of user to food in refrigerator, and effectively improves interactivity that user uses, experience sense and practicality.
Description
Technical field
The present invention relates to the method for intelligent refrigerator food control.
Background technology
Along with the development of computer technology and information technology, image recognition technology obtains to be applied more and more widely.Satellite cloud picture identification, fingerprint recognition, face recognition etc. in such as, in the medical diagnosis analysis of various medical picture and identification, weather forecast, image recognition technology penetrates in our daily life more and more.The connotation of image recognition technology is very wide, mainly refers to by computer or other software platform, adopts mathematical technique method, process accordingly the image that a system front end obtains according to specific purpose.Image recognition comprises dynamic object identification, handwriting recognition etc. in such as living things feature recognition (recognition of face, fingerprint recognition etc.) technology, intelligent transportation.Along with the development of computer technology and artificial intelligence technology, image recognition technology more and more becomes the basic technology of artificial intelligence, and the technical field that it relates to is also more and more extensive, applies more and more deep.
Meanwhile, the intelligentized tide of household electrical appliances, has expedited the emergence of the generation of intelligent refrigerator.Intelligent refrigerator is all upgraded to hardware technology and software engineering and reforms.How effectively carrying out food control in refrigerator is the Core Feature of intelligent refrigerator, is also the problem that user pays special attention to.In the food control research process of intelligent refrigerator, intelligent refrigerator has been provided with that multi-cam carries out taking pictures, long-range functions such as carrying out food control of checking, is equipped with RFID(radio electronic label in addition), the mode such as touch operation carries out the function such as food interpolation, food deletion.Although these equipment and function solve the subproblem of intelligent refrigerator food control, but still fundamentally do not solve the problem of food control complex operation in refrigerator, still need user to complete food control by manual operation to the food warehouse-in in refrigerator, outbound.
Summary of the invention
The invention provides a kind of method of intelligent refrigerator food control, user does not need manual operation can to check the food in refrigerator, the convenient management to food in refrigerator.
The method of intelligent refrigerator food control of the present invention, comprising:
A. intelligent refrigerator closes behind the door, by being located at the food image in the camera collection casing in intelligent refrigerator;
B. the treatment facility of intelligent refrigerator is according to the loading condition of intelligent refrigerator system and the unimpeded situation of the network between intelligent refrigerator and background server, judge whether the food image uploading that collects to background server, perform step c if do not uploaded, perform step e if uploaded;
C. by the embedded software of intelligent refrigerator, image recognition and contrast are carried out to described food image, then export and show the title of various food in food image;
D. the data that step c obtains are stored in the memory of intelligent refrigerator, and these data are upgraded the data in background server by network, make the data syn-chronization in intelligent refrigerator and background server;
E. described food image is uploaded in background server by network and carry out image recognition and contrast, identified the various food in food image by background server, and by described food name by showing in network-feedback to intelligent refrigerator;
F. the data that step e obtains by background server store, and upgrade the data in intelligent refrigerator by network, make the data syn-chronization in intelligent refrigerator and background server.
Intelligent refrigerator this locality and background server can carry out the identification of food image, and the function of image recognition can be realized by current existing image recognition software.When the processor load of intelligent refrigerator is excessive or memory consumption is too much, then the food image uploading of collection is carried out identifying and processing in background server, to alleviate the load of intelligent refrigerator, otherwise then process in this locality.Carry out synchronously by the intelligent refrigerator finally obtained with the food name of background server, can use as backup on the one hand, also can carry out the function treatment such as some such as vegetable recommendation, dietary recommendations for the long-term food feature of different user and hobby on the other hand.Certainly, these process, because need a large amount of system resource and network data, therefore normally complete in background server.
Preferably, in intelligent refrigerator, be provided with at least two cameras, more camera can gather from different angles the food image in intelligent refrigerator, thus reduces dead angle, and can multi-angle be clearer photographs video image, reduce the error of image recognition.
Further, described camera is connected with intelligent refrigerator by USB interface, facilitates installation and maintenance.
Concrete, described background server is made up of the data server be connected and processing server group.The server of difference in functionality is separated physically, instead of is integrated on a station server, the load of individual server can be reduced, be also convenient to safeguard server for different problems simultaneously.
Preferably, described processing server group is distributed structure/architecture.Distributed system is that data scatter is stored in multiple stage independently on server node, all server nodes connect into as a whole by network, for client with in the face of single server just the same, but in fact the difference in functionality of a process flow operation completes on different server nodes.Distributed framework not only solves the bottleneck problem of single storage server in traditional centralised storage system, also improves the reliability of system, availability and autgmentability.
Preferably, when intelligent refrigerator is closed the door, and after the duration of delay adjustments (as 5 minutes), then carry out described food IMAQ.Because turning a refrigerator off as user may be complete once-through operation, also may be Temporarily Closed once.Therefore after waiting for certain hour, just think to be in stable state when closing refrigerator door, can food IMAQ be carried out.
On this basis, in order to the intelligent refrigerator of each user can be associated smoothly with background server, and the mistake that may occur in preventing data from transmitting, preferably, after intelligent refrigerator is first registered in background server, then carry out the food IMAQ described in step a.By registration, by intelligent refrigerator with background server is man-to-man is associated together, carry out data transmission and synchronous.
The method of intelligent refrigerator food control of the present invention, user can be allowed can to check the food in refrigerator when not needing manual operation, obviously facilitate the management of user to food in refrigerator, and more function application and process can be carried out according to synchronous food data, effectively improve interactivity, experience sense and practicality that user uses.
Below in conjunction with the detailed description of the invention of embodiment, foregoing of the present invention is described in further detail again.But this should be interpreted as that the scope of the above-mentioned theme of the present invention is only limitted to following example.Without departing from the idea case in the present invention described above, the various replacement made according to ordinary skill knowledge and customary means or change, all should comprise within the scope of the invention.
Accompanying drawing explanation
Fig. 1 is the block diagram of the method for intelligent refrigerator food control of the present invention.
Detailed description of the invention
The method of intelligent refrigerator food control of the present invention as shown in Figure 1, comprising:
A. first by intelligent refrigerator type registration in background server, intelligent refrigerator is made to carry out man-to-man association with background server.Multiple camera connected by USB interface is provided with in the casing of intelligent refrigerator.When intelligent refrigerator closes time delay behind the door 5 minutes, by the food image in described multiple camera collection casings.Background server is made up of the data server be connected and processing server group, and wherein processing server group is distributed structure/architecture.Data server is responsible for the storage to various data, and processing server group is responsible for process to data, analysis and judgement;
B. the treatment facility of intelligent refrigerator is according to the loading condition of intelligent refrigerator system and the unimpeded situation of the network between intelligent refrigerator and background server, judge whether the food image uploading that collects to background server, perform step c if do not uploaded, perform step e if uploaded;
C. by the embedded software of intelligent refrigerator, image recognition and contrast are carried out to described food image, then export and show the title of various food in food image;
D. the data that step c obtains are stored in the memory of intelligent refrigerator, and these data are upgraded the data in the data server of background server by network, make the data syn-chronization in intelligent refrigerator and background server;
E. described food image is uploaded in the data server of background server by network, and carry out image recognition and contrast by processing server group, identify the various food in food image, and by described food name by showing in network-feedback to intelligent refrigerator;
F. the data that step e obtains by background server are stored in data server, and upgrade the data in intelligent refrigerator by network, make the data syn-chronization in intelligent refrigerator and background server.
Claims (7)
1. the method for intelligent refrigerator food control, its feature comprises:
A. intelligent refrigerator closes behind the door, by being located at the food image in the camera collection casing in intelligent refrigerator;
B. the treatment facility of intelligent refrigerator is according to the loading condition of intelligent refrigerator system and the unimpeded situation of the network between intelligent refrigerator and background server, judge whether the food image uploading that collects to background server, perform step c if do not uploaded, perform step e if uploaded;
C. by the embedded software of intelligent refrigerator, image recognition and contrast are carried out to described food image, then export and show the title of various food in food image;
D. the data that step c obtains are stored in the memory of intelligent refrigerator, and these data are upgraded the data in background server by network, make the data syn-chronization in intelligent refrigerator and background server;
E. described food image is uploaded in background server by network and carry out image recognition and contrast, identified the various food in food image by background server, and by food name by showing in network-feedback to intelligent refrigerator;
F. the data that step e obtains by background server store, and upgrade the data in intelligent refrigerator by network, make the data syn-chronization in intelligent refrigerator and background server.
2. the method for intelligent refrigerator food control as claimed in claim 1, is characterized by: in intelligent refrigerator, be provided with at least two cameras.
3. the method for intelligent refrigerator food control as claimed in claim 2, is characterized by: described camera is connected with intelligent refrigerator by USB interface.
4. the method for intelligent refrigerator food control as claimed in claim 1, is characterized by: described background server is made up of the data server be connected and processing server group.
5. the method for intelligent refrigerator food control as claimed in claim 4, is characterized by: described processing server group is distributed structure/architecture.
6. the method for intelligent refrigerator food control as claimed in claim 1, is characterized by: when intelligent refrigerator is closed the door, and after the duration of delay adjustments, then carry out described food IMAQ.
7. the method for the intelligent refrigerator food control as described in one of claim 1 to 6, is characterized by: after intelligent refrigerator is first registered in background server, then carry out the food IMAQ described in step a.
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| CN201310568186.6A CN103604273B (en) | 2013-11-13 | 2013-11-13 | The method of intelligent refrigerator food control |
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| CN201310568186.6A CN103604273B (en) | 2013-11-13 | 2013-11-13 | The method of intelligent refrigerator food control |
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| CN103604273A CN103604273A (en) | 2014-02-26 |
| CN103604273B true CN103604273B (en) | 2016-01-20 |
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| CN104197632A (en) * | 2014-09-19 | 2014-12-10 | 合肥美的电冰箱有限公司 | Intelligent temperature regulating refrigerator |
| CN104457133B (en) * | 2014-11-28 | 2017-02-22 | 合肥华凌股份有限公司 | Food managing method and food managing system |
| CN104896868A (en) * | 2015-06-18 | 2015-09-09 | 合肥美菱股份有限公司 | Method for identifying and managing refrigerator food list according to remote images |
| CN105184231B (en) * | 2015-08-14 | 2018-11-23 | 北京京东尚科信息技术有限公司 | A kind of image capturing system and method for storage space |
| CN105117450A (en) * | 2015-08-17 | 2015-12-02 | 四川长虹电器股份有限公司 | Intelligent food recommending refrigerator and method |
| CN105338243A (en) * | 2015-10-27 | 2016-02-17 | 合肥华凌股份有限公司 | Refrigerator interior environment image acquisition control method and device |
| CN105783376B (en) * | 2016-05-06 | 2018-10-12 | 青岛海尔股份有限公司 | A kind of refrigerator compartment partition control method |
| CN105953520B (en) * | 2016-05-06 | 2018-08-10 | 青岛海尔股份有限公司 | Intelligent refrigerator control method and its control system |
| CN106091568A (en) * | 2016-06-29 | 2016-11-09 | 合肥华凌股份有限公司 | A kind of intelligent refrigerator food control method based on parallel multithread, system and intelligent refrigerator |
| CN107786398B (en) * | 2016-08-31 | 2021-02-23 | 斑马智行网络(香港)有限公司 | Data interaction method and device, intelligent terminal, operating system and intelligent refrigerator |
| CN107798277A (en) * | 2016-09-05 | 2018-03-13 | 合肥美的智能科技有限公司 | Food materials identifying system and method, food materials model training method, refrigerator and server |
| CN107886028A (en) * | 2016-09-29 | 2018-04-06 | 九阳股份有限公司 | The food materials input method and food materials input device of a kind of refrigerator |
| CN109425191A (en) * | 2017-08-24 | 2019-03-05 | 合肥美的智能科技有限公司 | Intelligent refrigerator and intelligent refrigerator system |
| CN107968817A (en) * | 2017-11-13 | 2018-04-27 | 福州瑞芯微电子股份有限公司 | A kind of conventional equipment and artificial intelligence equipment exchange method and system |
| WO2020101061A1 (en) | 2018-11-14 | 2020-05-22 | Samsung Electronics Co., Ltd. | Method and device for managing food in refrigerator |
| CA3097011A1 (en) * | 2019-10-04 | 2021-04-04 | Ism Makine Elektrik Sanavi Ve Ticaret Anonim Sirketi | A smart mini bar system and method thereof |
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