CN109594288A - A kind of laundry process, system and washing machine - Google Patents
A kind of laundry process, system and washing machine Download PDFInfo
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- CN109594288A CN109594288A CN201811467512.3A CN201811467512A CN109594288A CN 109594288 A CN109594288 A CN 109594288A CN 201811467512 A CN201811467512 A CN 201811467512A CN 109594288 A CN109594288 A CN 109594288A
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- clothing
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- washing machine
- washing
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- D—TEXTILES; PAPER
- D06—TREATMENT OF TEXTILES OR THE LIKE; LAUNDERING; FLEXIBLE MATERIALS NOT OTHERWISE PROVIDED FOR
- D06F—LAUNDERING, DRYING, IRONING, PRESSING OR FOLDING TEXTILE ARTICLES
- D06F33/00—Control of operations performed in washing machines or washer-dryers
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- D06F2202/12—
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- Engineering & Computer Science (AREA)
- Textile Engineering (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
Abstract
The present invention relates to a kind of laundry process, system and washing machines, comprising: the image of clothing to be cleaned in acquisition washing machine drum；The attribute information of the clothing is obtained according to the image of the clothing；Classified according to the attribute information to the clothing；Washing mode is selected according to classification results.Technical solution the application provided by the invention is convenient and efficient by determining washing mode to clothing classification is final according to label, reducing the time that user oneself removes selection washing mode to addition attribute tags information.
Description
Technical field
The invention belongs to intelligent appliance technical field more particularly to a kind of laundry process, system and washing machine.
Background technique
With the development of economy, the improvement of people's living standards, various electric equipment products have incorporated our life, mesh
The use of preceding washing machine, the operation only simply issued according to user, the clothing for putting into washing machine internal to user carry out
Cleaning, there is no analyzing clothing, the user of each washing machine is very shirtsleeve operation for the use of washing machine,
In the service that washing machine itself provides, different laundry schemes is not formulated according to the hobby of different user, user is caused to make yet
It is low with the Experience Degree of washing machine.
Accordingly, it is desirable to provide a kind of laundry process, system and washing machine solve the deficiencies in the prior art.
Summary of the invention
In order to solve the problems in the prior art, the present invention provides a kind of laundry process, system and washing machines.
A kind of laundry process, comprising:
Acquire the image of clothing to be cleaned in washing machine drum；
The attribute information of the clothing is obtained according to the image of the clothing；
Classified according to the attribute information to the clothing；
Washing mode is selected according to classification results.
Further, the attribute information of the clothing is obtained according to the image of the clothing, comprising:
Image procossing is carried out to the image of the clothing, obtains the attribute information of the clothing.
Further, before selecting washing mode according to classification results, further includes:
The image of washing machine drum when without clothing is acquired in washing machine；
According to the image of the image of washing machine drum and clothing, the location information of clothing is determined.
Further, washing mode is selected according to classification results, comprising:
Washing mode is selected according to the location information of the clothing and classification results.
A kind of clothes washing system, comprising:
First acquisition module, for acquiring the image of clothing to be cleaned in washing machine drum；
Determining module, for obtaining the attribute information of the clothing according to the image of the clothing；
Categorization module, for being classified according to the attribute information to the clothing；
Selecting module, for selecting washing mode according to classification results.
Further, the determining module includes:
Image procossing submodule carries out image procossing for the image to the clothing, obtains the attribute letter of the clothing
Breath.
Further, further includes:
Second acquisition module, the image of washing machine drum when for acquiring in washing machine without clothing；
Position determination module, for determining the location information of clothing according to the image of washing machine drum and the image of clothing.
A kind of washing machine, including any of the above-described clothes washing system.
Technical solution provided by the invention has the advantages that compared with the immediate prior art
Technical solution provided by the invention acquires the image of clothing to be cleaned in washing machine drum first, then according to clothing
Image obtain the attribute information of clothing, classify further according to attribute information to clothing, finally according to classification results selection wash
Wash mode.The application according to label to clothing by classifying and finally determining washing mode, reduce to addition attribute tags information
User oneself goes the time of selection washing mode, convenient and efficient.
Detailed description of the invention
Fig. 1 is flow chart of the present invention.
Specific embodiment
In order to make the object, technical scheme and advantages of the embodiment of the invention clearer, below in conjunction with the embodiment of the present invention
In attached drawing, technical scheme in the embodiment of the invention is clearly and completely described, it is clear that described embodiment is
A part of the embodiments of the present invention, instead of all the embodiments.Based on the embodiments of the present invention, ordinary skill people
Member's every other embodiment obtained without making creative work, shall fall within the protection scope of the present invention.
As shown in Figure 1, the present invention provides a kind of laundry process, this includes:
Acquire the image of clothing to be cleaned in washing machine drum；
The attribute information of the clothing is obtained according to the image of the clothing；
Classified according to the attribute information to the clothing；
Washing mode is selected according to classification results.
In the embodiment of the present application, the image for acquiring clothing to be cleaned in washing machine drum, then according to the image of clothing
The attribute information of clothing is obtained, is classified further according to attribute information to clothing, finally selects washing mode according to classification results.
The application reduces user certainly by classifying according to label to clothing and finally determining washing mode to addition attribute tags information
Oneself goes the time of selection washing mode, convenient and efficient.
In some embodiments of the present application, the image of clothing to be cleaned in washing machine drum is acquired, specifically includes: passing through
The camera that washing machine internal is arranged in is taken pictures, and the image of clothing is obtained.
Wherein the position of camera, which can be, is also possible to it in the inner surface of washing machine cover or the bucket edge of washing machine drum
He is conducive to the position of shooting；The number of camera is more than or equal to one, and the camera position and number of different washing machines are equal
It can not be identical.
When detecting that user puts into clothing to washing machine, camera shoots the image of clothing.Washing machine is obtained in shooting
After the image of internal clothing, which can be stored by pre-set storage device, camera can after taking image
Image is sent to storage device, which can store the image taken in history preset time, can also deposit
Store up the image of the clothing of this user investment.
In some embodiments of the present application, the attribute information of the clothing is obtained according to the image of the clothing, specifically
Include: to analyze the image got, then determines the attribute information of clothing based on the analysis results.
Image is carried out analysis to obtain the attribute information of clothing including: to be analyzed by model image to obtain clothing
Attribute information, wherein model is to be obtained according to multi-group data by machine learning training, each group of data in multi-group data
It include the corresponding relationship of the attribute information of clothing photo and clothing.The model that can be obtained by machine learning training determines
The attribute information of clothing out, the model can be by utilizing the image shot, the clothing photo and clothing analyzed in historical process
The corresponding relationship of object attribute information, the image shot in the historical process can be the historical process for the washing machine that user uses
Middle image is also possible to the service condition by other multiple washing machines, determines the corresponding relationship of image Yu clothing attribute.
In the case where image includes the clothes of multiple types, the attribute information packet that analysis obtains clothing is carried out to image
It includes: identifying every clothes from image, and classify to every clothes；Obtain the attribute information of every a kind of clothes.This hair
It is bright first to analyze each clothing in image when analyzing image, due to the coloration and color of each clothing in the picture
It is different, by analyzing each colour-difference and colour difference of the clothing in image, distinguishes each clothing in image.Its
In, in analyzing image when each clothing, it can analyze the difference of the coloration and color of each pixel in movement images, thus
Distinguish the clothing information in image.After isolating each clothing in image, the clothing and machine learning training mould are determined
The identical place of image information in type, to determine the attribute information of the clothing of investment washing machine.For example, according to the color of image
Difference is spent, the image of multiple socks is distinguished, by being compared with image in machine learning training pattern, determines the socks
It is the socks of child, or other adult men's socks or adult female's socks.
The attribute information of above-mentioned clothing can be the type of clothing or wear the people of clothing, for wearing clothing
People, which can include but is not limited to: children's garment, women's dress, men's clothing, for the type of clothing, attribute letter
Breath can include but is not limited to: cotta, long sleeves, trousers, sweater, underwear, socks, pillow cover etc..In addition, attribute information also can wrap
The washing times for including clothing can determine that user likes the priority for the clothing worn by the washing times, for example, according to washing
Washing number can determine that the number of washing cotta is more, then can preferentially push the relative article information of cotta.If one
The washing times of clothes are relatively more, illustrate user wear this part clothes number it is relatively more, thus more than preferential recommendation washing times
The relative article of clothing, washing times are relatively more also to illustrate that the damage of clothing is bigger, the more object of preferential recommendation washing times
Product can be convenient user and check relevant information, to replace clothing in time.Attribute information can also include size, the clothing of clothing
Material etc..
In some embodiments of the present application, before selecting washing mode according to classification results, further includes:
The image of washing machine drum when without clothing is acquired in washing machine；
According to the image of the image of washing machine drum and clothing, the location information of clothing is determined.
It is, can by obligation location information judge the clothing in washing machine drum number, according to the more of clothing
Water injection rate is determined less.
In some embodiments of the present application, determine can also include: attribute after will confirm that after the attribute information of clothing
Information is sent to client, and whether the attribute for allowing client to determine is correct, is first stored if correct, is otherwise revised as visitor
The attribute information of family input,
For example, user is put into clothing, washing machine camera can be passed to clothing image in server, according to clothing storage
Background subtraction to carry out position judgement to clothing, generates label frame, server can simply predict this picture at this time, clothing
The information of object: clothing material, clothing color, laundry are pushed to user, and user will receive the information of default, if shared wash
The push of clothing machine is red sweater, if it is confirmed that this information illustrates that this label is the label for being pushed to the information of user, this
Label is exactly red sweater, if user's change information, is changed to purple gym suit, then generates label according to the information of user's change
(purple gym suit), label can be generated according to the last information that user app confirms at this time.
At this point, user must provide accurate clothing information, it, can be at push end in order to make user provide accurate information
Increase mistake and fill out the influence of clothing information, if user's mistake is told to fill out clothing information, clothing may be caused to damage.Server can be with
User information is stored, the common clothing information of each user is stored, the accuracy for being pushed to user is increased.
Based on identical inventive concept, the present invention also provides a kind of clothes washing systems, comprising:
First acquisition module, for acquiring the image of clothing to be cleaned in washing machine drum；
Determining module, for obtaining the attribute information of the clothing according to the image of the clothing；
Categorization module, for being classified according to the attribute information to the clothing；
Selecting module, for selecting washing mode according to classification results.
Optionally, the determining module includes:
Image procossing submodule carries out image procossing for the image to the clothing, obtains the attribute letter of the clothing
Breath.
Optionally, further includes:
Second acquisition module, the image of washing machine drum when for acquiring in washing machine without clothing；
Position determination module, for determining the location information of clothing according to the image of washing machine drum and the image of clothing.
The present invention also provides a kind of washing machines, including any of the above-described clothes washing system.
It should be noted that, in this document, the relational terms of such as " first " and " second " or the like are used merely to one
A entity or operation with another entity or operate distinguish, without necessarily requiring or implying these entities or operation it
Between there are any actual relationship or orders.
It is understood that embodiments described herein can with hardware, software, firmware, middleware, microcode or its
Combination is to realize.For hardware realization, processing unit be may be implemented in one or more specific integrated circuit (Application
Specific Integrated Circuits, ASIC), digital signal processor (Digital Signal Processing,
DSP), digital signal processing appts (DSP Device, DSPD), programmable logic device (Programmable Logic
Device, PLD), field programmable gate array (Field-Programmable Gate Array, FPGA), general processor,
In controller, microcontroller, microprocessor, other electronic units for executing herein described function or combinations thereof.
For software implementations, the techniques described herein can be realized by executing the unit of function described herein.Software generation
Code is storable in memory and is executed by processor.Memory can in the processor or portion realizes outside the processor.
Those of ordinary skill in the art may be aware that list described in conjunction with the examples disclosed in the embodiments of the present disclosure
Member and algorithm steps can be realized with the combination of electronic hardware or computer software and electronic hardware.These functions are actually
It is implemented in hardware or software, the specific application and design constraint depending on technical solution.Professional technician
Each specific application can be used different methods to achieve the described function, but this realization is it is not considered that exceed
The scope of the present invention.
In embodiment provided herein, it should be understood that disclosed device and method can pass through others
Mode is realized.For example, the apparatus embodiments described above are merely exemplary, for example, the division of the unit, only
A kind of logical function partition, there may be another division manner in actual implementation, for example, multiple units or components can combine or
Person is desirably integrated into another system, or some features can be ignored or not executed.Another point, shown or discussed is mutual
Between coupling, direct-coupling or communication connection can be through some interfaces, the INDIRECT COUPLING or communication link of device or unit
It connects, can be electrical property, mechanical or other forms.
It, can also be in addition, the functional units in various embodiments of the present invention may be integrated into one processing unit
It is that each unit physically exists alone, can also be integrated in one unit with two or more units.
It, can be with if the function is realized in the form of SFU software functional unit and when sold or used as an independent product
It is stored in a computer readable storage medium.Based on this understanding, the technical solution of the embodiment of the present invention is substantially
The part of the part that contributes to existing technology or the technical solution can embody in the form of software products in other words
Come, which is stored in a storage medium, including some instructions are used so that a computer equipment (can
To be personal computer, server or the network equipment etc.) execute all or part of each embodiment the method for the present invention
Step.And storage medium above-mentioned includes: that USB flash disk, mobile hard disk, ROM, RAM, magnetic or disk etc. are various can store program
The medium of code.
It should be noted that the terms "include", "comprise" or its any other variant are intended to the packet of nonexcludability
Contain, so that the process, method, article or equipment for including a series of elements not only includes those elements, but also including
Other elements that are not explicitly listed, or further include for elements inherent to such a process, method, article, or device.
In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that including the element
Process, method, article or equipment in there is also other identical elements.
Finally, it should be noted that the above embodiments are merely illustrative of the technical solutions of the present invention, rather than its limitations；Although
Present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that: it still may be used
To modify the technical solutions described in the foregoing embodiments or equivalent replacement of some of the technical features；
And these are modified or replaceed, technical solution of various embodiments of the present invention that it does not separate the essence of the corresponding technical solution spirit and
Range.
Claims (8)
1. a kind of laundry process characterized by comprising
Acquire the image of clothing to be cleaned in washing machine drum；
The attribute information of the clothing is obtained according to the image of the clothing；
Classified according to the attribute information to the clothing；
Washing mode is selected according to classification results.
2. a kind of laundry process according to claim 1, which is characterized in that obtain institute according to the image of the clothing
State the attribute information of clothing, comprising:
Image procossing is carried out to the image of the clothing, obtains the attribute information of the clothing.
3. a kind of laundry process according to claim 1, which is characterized in that selecting washing mould according to classification results
Before formula, further includes:
The image of washing machine drum when without clothing is acquired in washing machine；
According to the image of the image of washing machine drum and clothing, the location information of clothing is determined.
4. a kind of laundry process according to claim 3, which is characterized in that select washing mould according to classification results
Formula, comprising:
Washing mode is selected according to the location information of the clothing and classification results.
5. a kind of clothes washing system characterized by comprising
First acquisition module, for acquiring the image of clothing to be cleaned in washing machine drum；
Determining module, for obtaining the attribute information of the clothing according to the image of the clothing；
Categorization module, for being classified according to the attribute information to the clothing；
Selecting module, for selecting washing mode according to classification results.
6. a kind of clothes washing system according to claim 5, which is characterized in that the determining module includes:
Image procossing submodule carries out image procossing for the image to the clothing, obtains the attribute information of the clothing.
7. a kind of clothes washing system according to claim 5, which is characterized in that further include:
Second acquisition module, the image of washing machine drum when for acquiring in washing machine without clothing；
Position determination module, for determining the location information of clothing according to the image of washing machine drum and the image of clothing.
8. a kind of washing machine, which is characterized in that including the clothes washing system as described in any in claim 5-7.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
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| CN201811467512.3A CN109594288A (en) | 2018-12-03 | 2018-12-03 | A kind of laundry process, system and washing machine |
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| Application Number | Priority Date | Filing Date | Title |
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| CN201811467512.3A CN109594288A (en) | 2018-12-03 | 2018-12-03 | A kind of laundry process, system and washing machine |
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| CN109594288A true CN109594288A (en) | 2019-04-09 |
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| CN201811467512.3A Pending CN109594288A (en) | 2018-12-03 | 2018-12-03 | A kind of laundry process, system and washing machine |
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Cited By (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110004663A (en) * | 2019-04-10 | 2019-07-12 | 无锡小天鹅股份有限公司 | Clothes treatment device and its door component |
| CN112144245A (en) * | 2019-06-28 | 2020-12-29 | 青岛海尔滚筒洗衣机有限公司 | Detection device in drum of drum washing machine and drum washing machine |
| CN112210952A (en) * | 2019-06-25 | 2021-01-12 | 青岛海尔洗衣机有限公司 | Control method of clothes treatment device |
| WO2021093359A1 (en) * | 2019-11-11 | 2021-05-20 | Midea Group Co., Ltd. | Method and system for controlling machines based on object recognition |
| CN113981652A (en) * | 2020-07-27 | 2022-01-28 | 青岛海尔洗衣机有限公司 | Clothes processing method, device, electronic equipment and storage medium |
| CN114433559A (en) * | 2022-03-03 | 2022-05-06 | 珠海格力电器股份有限公司 | Ultrasonic cleaning box control method, system, device, equipment and storage medium |
| WO2022172746A1 (en) * | 2021-02-09 | 2022-08-18 | パナソニックＩｐマネジメント株式会社 | Clothing processing device, clothing processing method, detection method, and learning device |
Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2002224486A (en) * | 2001-02-01 | 2002-08-13 | Toshiba Corp | Washing machine |
| WO2014198608A1 (en) * | 2013-06-13 | 2014-12-18 | BSH Bosch und Siemens Hausgeräte GmbH | Analysis of items of laundry |
| CN104730930A (en) * | 2015-01-16 | 2015-06-24 | 小米科技有限责任公司 | Clothes sorting method and device and clothes washing method and device |
| CN107574625A (en) * | 2017-08-18 | 2018-01-12 | 珠海格力电器股份有限公司 | Washing methods, device, storage device, mobile terminal and the washing machine of clothing |
| CN107609046A (en) * | 2017-08-17 | 2018-01-19 | 无锡小天鹅股份有限公司 | System of selection, device, device for clothing processing and the server of washing mode |
| CN107974799A (en) * | 2016-10-21 | 2018-05-01 | 青岛海尔滚筒洗衣机有限公司 | A kind of method and washing machine of intelligent recognition washing clothing |
-
2018
- 2018-12-03 CN CN201811467512.3A patent/CN109594288A/en active Pending
Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2002224486A (en) * | 2001-02-01 | 2002-08-13 | Toshiba Corp | Washing machine |
| WO2014198608A1 (en) * | 2013-06-13 | 2014-12-18 | BSH Bosch und Siemens Hausgeräte GmbH | Analysis of items of laundry |
| CN104730930A (en) * | 2015-01-16 | 2015-06-24 | 小米科技有限责任公司 | Clothes sorting method and device and clothes washing method and device |
| CN107974799A (en) * | 2016-10-21 | 2018-05-01 | 青岛海尔滚筒洗衣机有限公司 | A kind of method and washing machine of intelligent recognition washing clothing |
| CN107609046A (en) * | 2017-08-17 | 2018-01-19 | 无锡小天鹅股份有限公司 | System of selection, device, device for clothing processing and the server of washing mode |
| CN107574625A (en) * | 2017-08-18 | 2018-01-12 | 珠海格力电器股份有限公司 | Washing methods, device, storage device, mobile terminal and the washing machine of clothing |
Cited By (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110004663A (en) * | 2019-04-10 | 2019-07-12 | 无锡小天鹅股份有限公司 | Clothes treatment device and its door component |
| CN112210952A (en) * | 2019-06-25 | 2021-01-12 | 青岛海尔洗衣机有限公司 | Control method of clothes treatment device |
| CN112144245A (en) * | 2019-06-28 | 2020-12-29 | 青岛海尔滚筒洗衣机有限公司 | Detection device in drum of drum washing machine and drum washing machine |
| WO2021093359A1 (en) * | 2019-11-11 | 2021-05-20 | Midea Group Co., Ltd. | Method and system for controlling machines based on object recognition |
| US11048976B2 (en) | 2019-11-11 | 2021-06-29 | Midea Group Co., Ltd. | Method and system for controlling machines based on object recognition |
| CN114466954A (en) * | 2019-11-11 | 2022-05-10 | 美的集团股份有限公司 | Machine control method and system based on object recognition |
| CN114466954B (en) * | 2019-11-11 | 2022-11-29 | 美的集团股份有限公司 | Machine control method and system based on object recognition |
| CN113981652A (en) * | 2020-07-27 | 2022-01-28 | 青岛海尔洗衣机有限公司 | Clothes processing method, device, electronic equipment and storage medium |
| WO2022172746A1 (en) * | 2021-02-09 | 2022-08-18 | パナソニックＩｐマネジメント株式会社 | Clothing processing device, clothing processing method, detection method, and learning device |
| CN114433559A (en) * | 2022-03-03 | 2022-05-06 | 珠海格力电器股份有限公司 | Ultrasonic cleaning box control method, system, device, equipment and storage medium |
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Application publication date: 20190409 |