CN113417107B - Method and system for determining washing mode, storage medium and electronic device - Google Patents
Method and system for determining washing mode, storage medium and electronic device Download PDFInfo
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- CN113417107B CN113417107B CN202110739474.8A CN202110739474A CN113417107B CN 113417107 B CN113417107 B CN 113417107B CN 202110739474 A CN202110739474 A CN 202110739474A CN 113417107 B CN113417107 B CN 113417107B
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- 238000005406 washing Methods 0.000 title claims abstract description 759
- 238000000034 method Methods 0.000 title claims abstract description 64
- 238000004590 computer program Methods 0.000 claims description 18
- 238000012790 confirmation Methods 0.000 claims description 16
- 238000010801 machine learning Methods 0.000 claims description 4
- 239000007844 bleaching agent Substances 0.000 description 12
- 230000005540 biological transmission Effects 0.000 description 5
- 238000010586 diagram Methods 0.000 description 4
- 238000004891 communication Methods 0.000 description 3
- 238000001035 drying Methods 0.000 description 3
- 238000005516 engineering process Methods 0.000 description 3
- 230000006870 function Effects 0.000 description 3
- 230000000694 effects Effects 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- 230000003287 optical effect Effects 0.000 description 2
- 230000008569 process Effects 0.000 description 2
- 238000012545 processing Methods 0.000 description 2
- 238000012797 qualification Methods 0.000 description 2
- 239000002994 raw material Substances 0.000 description 2
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 description 2
- ZAMOUSCENKQFHK-UHFFFAOYSA-N Chlorine atom Chemical compound [Cl] ZAMOUSCENKQFHK-UHFFFAOYSA-N 0.000 description 1
- 229920000742 Cotton Polymers 0.000 description 1
- 238000004061 bleaching Methods 0.000 description 1
- 229910052801 chlorine Inorganic materials 0.000 description 1
- 239000000460 chlorine Substances 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 238000005108 dry cleaning Methods 0.000 description 1
- 230000006872 improvement Effects 0.000 description 1
- 239000010985 leather Substances 0.000 description 1
- 238000012423 maintenance Methods 0.000 description 1
- 238000010295 mobile communication Methods 0.000 description 1
- 230000006855 networking Effects 0.000 description 1
Classifications
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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
- D06F33/30—Control of washing machines characterised by the purpose or target of the control
- D06F33/32—Control of operational steps, e.g. optimisation or improvement of operational steps depending on the condition of the laundry
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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
- D06F34/00—Details of control systems for washing machines, washer-dryers or laundry dryers
- D06F34/04—Signal transfer or data transmission arrangements
- D06F34/05—Signal transfer or data transmission arrangements for wireless communication between components, e.g. for remote monitoring or control
-
- 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
- D06F2103/00—Parameters monitored or detected for the control of domestic laundry washing machines, washer-dryers or laundry dryers
- D06F2103/02—Characteristics of laundry or load
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- Engineering & Computer Science (AREA)
- Textile Engineering (AREA)
- Computer Networks & Wireless Communication (AREA)
- Control Of Washing Machine And Dryer (AREA)
Abstract
The invention provides a method and a system for determining a washing mode, a storage medium and an electronic device, wherein the method comprises the following steps: performing image classification on washing label pictures of a plurality of clothes to be washed to obtain a first washing category corresponding to each washing label picture; determining at least one washing operation corresponding to a plurality of clothes to be washed according to the first washing category corresponding to each washing label picture; according to at least one washing operation, a washing instruction is sent to the washing equipment to instruct the washing equipment to execute a corresponding washing mode according to the washing instruction, so that the problem that the type of a washing mode of clothes to be washed cannot be rapidly determined in the prior art is solved, the washing equipment is informed of executing the corresponding washing mode, and further the washing equipment can be matched with the corresponding washing mode according to the determined washing type, the washing experience of a target object is improved, and the determination mode of an optimal washing strategy is improved.
Description
Technical Field
The present invention relates to the field of communications, and in particular, to a method and system for determining a washing mode, a storage medium, and an electronic device.
Background
With development of science and technology, household appliances are more intelligent, more convenient washing modes are pursued by users for washing machines, in the related technology, the longitude and latitude of a place, the water quality condition and the weather condition are automatically identified through a networking mode of the washing machines to match the best washing and protecting program, but the biggest problem in the scheme is that different washing modes corresponding to different types of clothes cannot be distinguished, for example, for cotton clothes, the washing modes generally have the characteristics of being capable of being washed by a hand washer, not suitable for chlorine bleaching, suitable for drying in the shade, avoiding insolation and the like; the leather overcoat has the characteristics of being incapable of washing and dry cleaning, suitable for washing and drying in the shade, avoiding insolation and the like. Therefore, different clothes need to be washed and maintained according to different washing requirements and different advancing properties, and related technologies cannot be timely and effectively distinguished, so that an optimal washing mode is automatically selected for a user, and more convenient and faster automatic professional washing and maintenance service is provided.
Aiming at the problems that in the related art, the type of the washing mode of the clothes to be washed cannot be quickly determined, the corresponding washing mode is informed to be executed by the washing equipment, and the like, no effective technical scheme has been proposed yet.
Disclosure of Invention
The embodiment of the invention provides a method and a system for determining a washing mode, a storage medium and an electronic device, which at least solve the problems that in the related art, the type of the washing mode of clothes to be washed cannot be determined quickly and washing equipment is informed to execute the corresponding washing mode.
According to an embodiment of the present invention, there is provided a method of determining a washing mode, including: performing image classification on washing label pictures of a plurality of clothes to be washed to obtain a first washing category corresponding to each washing label picture; determining at least one washing operation corresponding to a plurality of clothes to be washed according to the first washing category corresponding to each washing label picture; and sending a washing instruction to the washing equipment according to at least one washing operation so as to instruct the washing equipment to execute a corresponding washing mode according to the washing instruction.
In an exemplary embodiment, after performing image classification on the wash label pictures of the plurality of clothes to be washed to obtain the first wash category corresponding to each wash label picture, the method further includes: generating a washing list of the clothes to be washed under the condition that the clothes to be washed are multiple pieces, wherein the washing list is used for indicating a plurality of first washing categories corresponding to each piece of clothes to be washed in the multiple pieces of clothes to be washed respectively; summarizing the same washing categories of the plurality of clothes to be washed in the washing list to determine the intersection of the washing categories of at least two clothes to be washed in the plurality of clothes to be washed, wherein the intersection of the washing categories is used for indicating one or more clothes to be washed corresponding to the same washing category.
In an exemplary embodiment, after summarizing the same washing categories of the plurality of laundry items in the washing list to determine an intersection of the washing categories of at least two laundry items in the plurality of laundry items, the method further comprises: determining one or more target washing operations corresponding to the laundry to be washed according to the intersection; in case it is determined that the washing apparatus has a target washing mode corresponding to the target washing operation, a target washing instruction to execute the target washing mode is transmitted to the washing apparatus.
According to another embodiment of the present invention, there is provided another method of determining a washing mode, including: receiving a washing instruction sent by a mobile terminal, wherein the washing instruction is determined by the following steps: the mobile terminal performs image classification on the washing label pictures of the plurality of clothes to be washed to determine a first washing category corresponding to each washing label picture, and determines a washing instruction according to at least one washing operation corresponding to the plurality of clothes to be washed, which is determined according to the first washing category; and executing a corresponding washing mode according to the washing instruction.
In an exemplary embodiment, before executing the corresponding washing mode according to the washing instruction, the method further includes: acquiring a set washing mode, wherein the washing mode comprises at least one of the following: an automatic washing mode preset by the washing equipment and a manual selection washing mode of the washing equipment; and determining an executable list of target washing instructions corresponding to the set washing mode, wherein the executable list is used for indicating an information list of washing instructions which are set by the washing equipment in factory setting and allow execution.
In an exemplary embodiment, after determining the executable list of the target washing instructions corresponding to the set washing mode, the method further includes: matching the washing instructions according to the executable list; in the case that the washing instruction exists in the executable list, the set washing mode is determined as a preselected washing mode of the laundry to be washed.
In one exemplary embodiment, after determining that the set washing mode is a preselected washing mode of laundry in the case that the washing instruction exists in the executable list, the above method further includes: receiving a confirmation instruction of the target object under the condition that the same piece of clothes to be washed has a plurality of preselected washing modes, wherein the confirmation instruction is used for indicating the target object to determine a selection instruction of the target preselected washing mode from the plurality of preselected washing modes; and executing a target preselected washing mode corresponding to the confirmation instruction to wash the clothes to be washed.
In one exemplary embodiment, after sending a washing instruction to the washing apparatus according to at least one washing operation to instruct the washing apparatus to perform a corresponding washing mode according to the washing instruction, the method further includes: acquiring running state lists of all the washing equipment under the target account, wherein the running state lists are used for determining whether the washing equipment is in one of the following states: an operating state and a non-operating state; transmitting the first washing category to a target washing device in a non-working state to instruct the target washing device to execute a washing mode corresponding to the first washing category, wherein the non-working state comprises at least one of the following: a standby state of the washing equipment and a shutdown state of the washing equipment.
According to another embodiment of the present invention, there is provided a washing pattern determining system including: the mobile terminal is used for carrying out image classification on the washing label pictures of the plurality of clothes to be washed to obtain a first washing category corresponding to each washing label picture; determining at least one washing operation corresponding to the plurality of clothes to be washed according to the first washing category; sending a washing instruction to the washing apparatus according to at least one washing operation; and the washing equipment is connected with the mobile terminal and is used for executing a corresponding washing mode according to the washing instruction.
In an exemplary embodiment, the mobile terminal is further configured to generate a washing list of the laundry in a case that the laundry to be washed is multiple, where the washing list is used to indicate multiple first washing categories corresponding to each of the multiple laundry to be washed; summarizing the same washing categories of the plurality of clothes to be washed in the washing list to determine the intersection of the washing categories of at least two clothes to be washed in the plurality of clothes to be washed, wherein the intersection of the washing categories is used for indicating one or more clothes to be washed corresponding to the same washing category.
In an exemplary embodiment, the mobile terminal is further configured to determine a target washing operation corresponding to one or more laundry items according to an intersection; in case it is determined that the washing apparatus has a target washing mode corresponding to the target washing operation, a target washing instruction to execute the target washing mode is transmitted to the washing apparatus.
In an exemplary embodiment, the washing apparatus is further configured to obtain a set washing mode, wherein the washing mode includes at least one of: an automatic washing mode preset by the washing equipment and a manual selection washing mode of the washing equipment; and determining an executable list of target washing instructions corresponding to the set washing mode, wherein the executable list is used for indicating an information list of washing instructions which are set by the washing equipment in factory setting and allow execution.
In an exemplary embodiment, the washing device is further configured to match the washing instructions according to an executable list; in the case that the washing instruction exists in the executable list, the set washing mode is determined as a preselected washing mode of the laundry to be washed.
In an exemplary embodiment, the washing device is further configured to receive a confirmation instruction of the target object in a case that the same laundry has a plurality of preselected washing modes, where the confirmation instruction is used to instruct the target object to determine a selection instruction of the target preselected washing mode from the plurality of preselected washing modes; and executing a target preselected washing mode corresponding to the confirmation instruction to wash the clothes to be washed.
According to a further embodiment of the invention, there is also provided a storage medium having a computer program stored therein, wherein the computer program is arranged to perform the steps of any of the method embodiments described above when run.
According to a further embodiment of the invention, there is also provided an electronic device comprising a memory in which a computer program is stored and a processor arranged to run the computer program to perform the steps of any of the method embodiments described above.
According to the method, image classification is carried out on the washing label pictures of the plurality of clothes to be washed, and the first washing category corresponding to each washing label picture is obtained; determining at least one washing operation corresponding to a plurality of clothes to be washed according to the first washing category corresponding to each washing label picture; according to at least one washing operation, a washing instruction is sent to the washing equipment to instruct the washing equipment to execute a corresponding washing mode according to the washing instruction, that is, the quick judgment of the washing type of the clothes to be washed is realized through the off-line washing mark identification model, and the determined washing type is sent to the washing equipment to instruct the washing equipment to execute the corresponding washing mode, so that the problems that the type of the washing mode of the clothes to be washed cannot be quickly determined in the prior art and the washing equipment is informed to execute the corresponding washing mode can be solved, and the washing equipment can be matched with the corresponding washing mode according to the determined washing type, so that the washing experience of a target object is improved, and the determination mode of an optimal washing strategy is improved.
Drawings
The accompanying drawings, which are included to provide a further understanding of the invention and are incorporated in and constitute a part of this application, illustrate embodiments of the invention and together with the description serve to explain the invention and do not constitute a limitation on the invention. In the drawings:
fig. 1 is a hardware block diagram of an apparatus terminal of a method for determining a washing pattern according to an embodiment of the present invention;
FIG. 2 is a flowchart (one) of a method of determining a washing pattern according to an embodiment of the present invention;
FIG. 3 is a flowchart (II) of a method of determining a washing pattern according to an embodiment of the present invention;
fig. 4 is a block diagram of a washing pattern determining system according to an embodiment of the present invention.
Detailed Description
The invention will be described in detail hereinafter with reference to the drawings in conjunction with embodiments. It should be noted that, in the case of no conflict, the embodiments and features in the embodiments may be combined with each other.
It should be noted that the terms "first," "second," and the like in the description and the claims of the present invention and the above figures are used for distinguishing between similar objects and not necessarily for describing a particular sequential or chronological order.
The method embodiments provided by the embodiments of the present application may be executed in a computer terminal or a computing device similar to a device terminal. Taking the operation on the device terminal as an example, fig. 1 is a block diagram of a hardware structure of the device terminal of a method for determining a washing mode according to an embodiment of the present invention. As shown in fig. 1, the device terminal may include one or more (only one is shown in fig. 1) processors 102 (the processor 102 may include, but is not limited to, a microprocessor MCU or a processing device such as a programmable logic device FPGA) and a memory 104 for storing data, and in one exemplary embodiment, the device terminal may further include a transmission device 106 for communication functions and an input-output device 108. It will be appreciated by those skilled in the art that the configuration shown in fig. 1 is merely illustrative and is not intended to limit the configuration of the device terminals described above. For example, the device terminal may also include more or fewer components than shown in fig. 1, or have a different configuration than the equivalent functions shown in fig. 1 or more than the functions shown in fig. 1.
The memory 104 may be used to store a computer program, for example, a software program of application software and a module, such as a computer program corresponding to a method for determining a washing pattern in an embodiment of the present invention, and the processor 102 executes the computer program stored in the memory 104 to perform various functional applications and data processing, that is, to implement the above-described method. Memory 104 may include high-speed random access memory, and may also include non-volatile memory, such as one or more magnetic storage devices, flash memory, or other non-volatile solid-state memory. In some examples, the memory 104 may further include memory remotely located with respect to the processor 102, which may be connected to the device terminal through a network. Examples of such networks include, but are not limited to, the internet, intranets, local area networks, mobile communication networks, and combinations thereof.
The transmission device 106 is used to receive or transmit data via a network. The specific example of the network described above may include a wireless network provided by a communication provider of the device terminal. In one example, the transmission device 106 includes a network adapter (Network Interface Controller, simply referred to as NIC) that can connect to other network devices through a base station to communicate with the internet. In one example, the transmission device 106 may be a Radio Frequency (RF) module, which is configured to communicate with the internet wirelessly.
In this embodiment, a method for determining a washing mode is provided, and fig. 2 is a flowchart of a method for determining a washing mode according to an embodiment of the present invention, the flowchart including the steps of:
step S202, performing image classification on washing label pictures of a plurality of clothes to be washed to obtain a first washing category corresponding to each washing label picture;
optionally, inputting the obtained washing label picture of the laundry to be washed into an offline washing label identification model to obtain a first washing category corresponding to the washing label picture, wherein the offline washing label identification model is trained by using a plurality of sets of data through machine learning, and each set of data in the plurality of sets of data comprises: washing the label picture and the washing category corresponding to the washing label picture;
step S204, determining at least one washing operation corresponding to the plurality of clothes to be washed according to the first washing category corresponding to each washing label picture;
step S206, according to the at least one washing operation, sending a washing instruction to washing equipment so as to instruct the washing equipment to execute a corresponding washing mode according to the washing instruction.
Through the steps, image classification is carried out on the washing label pictures of the plurality of clothes to be washed, and a first washing category corresponding to each washing label picture is obtained; determining at least one washing operation corresponding to a plurality of clothes to be washed according to the first washing category corresponding to each washing label picture; according to at least one washing operation, a washing instruction is sent to the washing equipment to instruct the washing equipment to execute a corresponding washing mode according to the washing instruction, that is, the quick judgment of the washing type of the clothes to be washed is realized through the off-line washing mark identification model, and the determined washing type is sent to the washing equipment to instruct the washing equipment to execute the corresponding washing mode, so that the problems that the type of the washing mode of the clothes to be washed cannot be quickly determined in the prior art and the washing equipment is informed to execute the corresponding washing mode can be solved, and the washing equipment can be matched with the corresponding washing mode according to the determined washing type, so that the washing experience of a target object is improved, and the determination mode of an optimal washing strategy is improved.
It should be noted that, the washing label is used for indicating the label carried in the clothes and used for indicating the washing requirement of the clothes, for example, in the clothes trousers commonly purchased by people, the label (usually white) is arranged at the edge, the uppermost part of the label is generally written with characters of "washing description" or "qualification" and then the explanation about the raw material components of the clothes trousers is arranged in the label, and patterns and literal explanation about the washing mode and the non-washing mode of the clothes trousers are also arranged in the label; the above-mentioned washing identification means that all washing mark patterns in the picture are automatically detected and identified from the shot picture of the washing label of the clothes, the washing mark type is obtained, and then the executable washing type of the clothes is determined.
In an exemplary embodiment, after performing image classification on the wash label pictures of the plurality of clothes to be washed to obtain the first wash category corresponding to each wash label picture, the method further includes: generating a washing list of the clothes to be washed under the condition that the clothes to be washed are multiple pieces, wherein the washing list is used for indicating a plurality of first washing categories corresponding to each piece of clothes to be washed in the multiple pieces of clothes to be washed respectively; summarizing the same washing categories of the plurality of clothes to be washed in the washing list to determine the intersection of the washing categories of at least two clothes to be washed in the plurality of clothes to be washed, wherein the intersection of the washing categories is used for indicating one or more clothes to be washed corresponding to the same washing category.
It can be understood that when the target object washes multiple pieces of clothes simultaneously, in order to improve the efficiency of classifying and washing the clothes, firstly, identifying multiple washing categories corresponding to each piece of clothes in the clothes to be washed according to the offline washing mark model, further in order to ensure the effect of simultaneously washing the clothes and avoid using an error mode to wash the clothes, constructing a washing list corresponding to the multiple pieces of clothes to be washed, summarizing the clothes with the same washing categories, determining the intersection of the washing categories of at least two pieces of clothes to be washed in the multiple pieces of clothes to be washed, and simultaneously washing the clothes to be washed with the intersection, thereby improving the accuracy of clothes washing.
In an exemplary embodiment, after summarizing the same washing categories of the plurality of laundry items in the washing list to determine an intersection of the washing categories of at least two laundry items in the plurality of laundry items, the method further comprises: determining one or more target washing operations corresponding to the laundry to be washed according to the intersection; in case it is determined that the washing apparatus has a target washing mode corresponding to the target washing operation, a target washing instruction to execute the target washing mode is transmitted to the washing apparatus.
For example, the presence of the washing category of laundry a is identified at the time: "washable by hand", "maximum wash temperature 40 °, routine procedure", "allow any bleach"; the washing category of laundry B exists: "maximum wash temperature 40 °, routine", "allow any bleach", "hang-air-dry"; after intersecting the clothes A and the clothes B, determining that two clothes are simultaneously washed, wherein the conditions are as follows: "maximum wash temperature 40 °, routine", "allow any bleach".
In this embodiment, another method for determining a washing mode is provided, and fig. 3 is a flowchart of a method for determining a washing mode according to an embodiment of the present invention, the flowchart including the steps of:
step S302, receiving a washing instruction sent by the mobile terminal, wherein the washing instruction is determined by the following steps: the mobile terminal performs image classification on the washing label pictures of the plurality of clothes to be washed to determine a first washing category corresponding to each washing label picture, and determines a washing instruction according to at least one washing operation corresponding to the plurality of clothes to be washed, which is determined according to the first washing category;
step S304, executing a corresponding washing mode according to the washing instruction.
Through the steps, the washing instruction sent by the mobile terminal is received, wherein the washing instruction is determined by the following steps: the mobile terminal performs image classification on the washing label pictures of the plurality of clothes to be washed to determine a first washing category corresponding to each washing label picture, and determines a washing instruction according to at least one washing operation corresponding to the plurality of clothes to be washed, which is determined according to the first washing category; according to the method, the corresponding washing mode is executed according to the washing instruction, namely, the quick judgment of the washing type of the clothes to be washed is realized through the offline washing mark model, and the determined washing type is sent to the washing equipment to instruct the washing equipment to execute the corresponding washing mode, so that the problems that the type of the washing mode of the clothes to be washed cannot be quickly determined in the prior art and the corresponding washing mode is informed to be executed by the washing equipment can be solved, and the washing equipment can be matched with the corresponding washing mode according to the determined washing type, so that the washing experience of a target object is improved, and the determination mode of the optimal washing strategy is improved.
In an exemplary embodiment, before executing the corresponding washing mode according to the washing instruction, the method further includes: acquiring a set washing mode, wherein the washing mode comprises at least one of the following: an automatic washing mode preset by the washing equipment and a manual selection washing mode of the washing equipment; and determining an executable list of target washing instructions corresponding to the set washing mode, wherein the executable list is used for indicating an information list of washing instructions which are set by the washing equipment in factory setting and allow execution.
It can be understood that, in order to facilitate the washing operation of the target object when the washing device leaves the factory, the washing mode is preset according to the daily washing habit of the target object, so that the target object can execute the washing mode set on the washing device in a one-key starting mode or the like.
In an exemplary embodiment, after determining the executable list of the target washing instructions corresponding to the set washing mode, the method further includes: matching the washing instructions according to the executable list; in the case that the washing instruction exists in the executable list, the set washing mode is determined as a preselected washing mode of the laundry to be washed.
In short, since each laundry may have a plurality of washing categories at the same time, and more washing patterns may be determined in combination with the washing time, when it is determined that the first washing category determined by the laundry exists in the executable list, the set washing pattern is regarded as a preselected washing pattern of the laundry.
In one exemplary embodiment, after determining that the set washing mode is a preselected washing mode of laundry in the case that the washing instruction exists in the executable list, the above method further includes: receiving a confirmation instruction of the target object under the condition that the same piece of clothes to be washed has a plurality of preselected washing modes, wherein the confirmation instruction is used for indicating the target object to determine a selection instruction of the target preselected washing mode from the plurality of preselected washing modes; and executing a target preselected washing mode corresponding to the confirmation instruction to wash the clothes to be washed.
That is, when the same laundry may perform a plurality of preselected washing modes, a target preselected washing mode to be performed may be determined from the plurality of preselected washing modes according to the washing requirement of the target object, for example, the preselected washing mode of the current laundry has "quick washing", "mild washing", but the current target object needs to save time, and thus, an instruction to determine "quick washing" as the washing mode to be performed is issued.
In one exemplary embodiment, after sending a washing instruction to the washing apparatus according to at least one washing operation to instruct the washing apparatus to perform a corresponding washing mode according to the washing instruction, the method further includes: acquiring running state lists of all the washing equipment under the target account, wherein the running state lists are used for determining whether the washing equipment is in one of the following states: an operating state and a non-operating state; transmitting the first washing category to a target washing device in a non-working state to instruct the target washing device to execute a washing mode corresponding to the first washing category, wherein the non-working state comprises at least one of the following: a standby state of the washing equipment and a shutdown state of the washing equipment.
It can be understood that, since the target object may have a plurality of bound washing apparatuses at the same time, part of the washing apparatuses are in the running state of the washing mode, in order to improve the washing efficiency of the laundry to be washed, the running states of the washing apparatuses bound by the target object are acquired, and the running states of all the washing apparatuses are determined, so that the washing category of the laundry to be washed is sent to the target washing apparatus in the non-working state, so as to save the washing time.
In order to better understand the process of the above-mentioned washing pattern determining method, the following describes the flow of the above-mentioned washing pattern determining method in combination with two alternative embodiments.
In an alternative embodiment of the invention, a method for determining a washing mark is mainly provided, a washing type of clothes is automatically obtained by shooting a washing mark label on the clothes, and the washing mark label is combined with a self-carrying mode of a washing machine, so that the washing machine can automatically select an optimal washing mode according to the washing mark type of the clothes, and better automatic professional washing and protecting service is provided for customers.
As an alternative embodiment, the method for determining the water washing mark includes the following steps;
step one, deploying a trained offline washing mark recognition model on a mobile phone APP;
Step two, binding the account number of the washing machine (equivalent to washing equipment in the implementation of the invention) with the mobile phone APP;
step three, the user (equivalent to the target object in the embodiment of the invention) shoots the washing marks of the clothes to be washed in sequence, then clicks the recognition, and the system calls an offline washing mark recognition engine to recognize the positions and the types of all washing mark frames of each picture
Step four, taking intersection according to the picture identification result, and obtaining selectable categories of the current washing operation:
for example, panel a, recognizes "can wash by hand", "maximum wash temperature 40 °, routine procedure", "allow any bleach"; picture B, identifying "maximum wash temperature 40 °, routine", "allow any bleach", "hang-dry"; the picture content is identified, and according to the category of the identification label, the intersection result is the highest washing temperature of 40 degrees, the routine program and any bleaching agent allowed, which is the selectable category of the current washing operation.
Step five, synchronizing the selectable types of the current washing operation obtained on the mobile phone APP to the washing machine through an account, and if the selectable types of the current washing operation only comprise the self-contained modes of the washing machine, directly and automatically washing the washing machine; otherwise, the washing machine program can screen the operational and non-operational modes of the washing machine, and the specific process is as follows:
For example "selectable category of current washing operation" = { "maximum washing temperature 40 °, routine procedure", "allow any bleach" }; "washing machine self-carrying mode" = { "highest washing temperature 40 °, routine", "highest washing temperature 50 °, routine", "usable tumble drying, routine temperature", … … }; "washing machine operable mode" = "class selectable for current washing operation" = "washing machine self-carried mode" = { "maximum washing temperature 40 °, routine program" }; "washing machine non-operational mode" = "category selectable for current washing operation" - "washing machine operational mode" = { "allow any bleach" }; and then synchronizing the content of the 'washing machine inoperable mode' to the mobile phone through the account number and prompting. After the user is prompted to perform the operation (for example, the user is directly prompted to add the bleaching agent), the washing machine can automatically wash after clicking confirmation.
In summary, according to the optional embodiment of the invention, by automatically detecting and identifying all the washing label patterns in the picture from the shot clothes washing label picture, the clothes washing label type is obtained, and then the optimal strategy is automatically selected for washing by combining with the self-carried mode of the washing machine, so that the washing machine can automatically select the optimal washing mode according to the clothes washing label type, and better automatic professional washing service is provided for customers.
From the description of the above embodiments, it will be clear to a person skilled in the art that the method according to the above embodiments may be implemented by means of software plus the necessary general hardware platform, but of course also by means of hardware, but in many cases the former is a preferred embodiment. Based on such understanding, the technical solution of the present invention may be embodied essentially or in a part contributing to the prior art in the form of a software product stored in a storage medium (e.g. ROM/RAM, magnetic disk, optical disk) comprising instructions for causing a terminal device (which may be a mobile phone, a computer, a server, or a network device, etc.) to perform the method according to the embodiments of the present invention.
In this embodiment, a system for determining a washing mode is further provided, and the system is used to implement the foregoing embodiments and preferred embodiments, and is not described in detail. While the means described in the following embodiments are preferably implemented in software, implementation in hardware, or a combination of software and hardware, is also possible and contemplated.
Fig. 4 is a block diagram of a washing pattern determining system according to an embodiment of the present invention, and as shown in fig. 4, the apparatus includes:
(1) The mobile terminal 42 is configured to perform image classification on the wash tag pictures of the plurality of clothes to be washed, so as to obtain a first wash category corresponding to each wash tag picture; determining at least one washing operation corresponding to the plurality of clothes to be washed according to the first washing category; sending a washing instruction to a washing device according to the at least one washing operation;
(2) And the washing equipment 44 is connected with the mobile terminal and is used for executing a corresponding washing mode according to the washing instruction.
Through the device, image classification is carried out on the washing label pictures of the plurality of clothes to be washed, and a first washing category corresponding to each washing label picture is obtained; determining at least one washing operation corresponding to a plurality of clothes to be washed according to the first washing category corresponding to each washing label picture; according to at least one washing operation, a washing instruction is sent to the washing equipment to instruct the washing equipment to execute a corresponding washing mode according to the washing instruction, that is, the quick judgment of the washing type of the clothes to be washed is realized through the off-line washing mark identification model, and the determined washing type is sent to the washing equipment to instruct the washing equipment to execute the corresponding washing mode, so that the problems that the type of the washing mode of the clothes to be washed cannot be quickly determined in the prior art and the washing equipment is informed to execute the corresponding washing mode can be solved, and the washing equipment can be matched with the corresponding washing mode according to the determined washing type, so that the washing experience of a target object is improved, and the determination mode of an optimal washing strategy is improved.
It should be noted that, the washing label is used for indicating the label carried in the clothes and used for indicating the washing requirement of the clothes, for example, in the clothes trousers commonly purchased by people, the label (usually white) is arranged at the edge, the uppermost part of the label is generally written with characters of "washing description" or "qualification" and then the explanation about the raw material components of the clothes trousers is arranged in the label, and patterns and literal explanation about the washing mode and the non-washing mode of the clothes trousers are also arranged in the label; the above-mentioned washing identification means that all washing mark patterns in the picture are automatically detected and identified from the shot picture of the washing label of the clothes, the washing mark type is obtained, and then the executable washing type of the clothes is determined.
In an exemplary embodiment, the mobile terminal is further configured to generate a washing list of the laundry in a case that the laundry to be washed is multiple, where the washing list is used to indicate multiple first washing categories corresponding to each of the multiple laundry to be washed; summarizing the same washing categories of the plurality of clothes to be washed in the washing list to determine the intersection of the washing categories of at least two clothes to be washed in the plurality of clothes to be washed, wherein the intersection of the washing categories is used for indicating one or more clothes to be washed corresponding to the same washing category. It can be understood that when the target object washes multiple pieces of clothes simultaneously, in order to improve the efficiency of classifying and washing the clothes, firstly, identifying multiple washing categories corresponding to each piece of clothes in the clothes to be washed according to the offline washing mark model, further in order to ensure the effect of simultaneously washing the clothes and avoid using an error mode to wash the clothes, constructing a washing list corresponding to the multiple pieces of clothes to be washed, summarizing the clothes with the same washing categories, determining the intersection of the washing categories of at least two pieces of clothes to be washed in the multiple pieces of clothes to be washed, and simultaneously washing the clothes to be washed with the intersection, thereby improving the accuracy of clothes washing.
In an exemplary embodiment, the mobile terminal is further configured to determine a target washing operation corresponding to one or more laundry items according to an intersection; in case it is determined that the washing apparatus has a target washing mode corresponding to the target washing operation, a target washing instruction to execute the target washing mode is transmitted to the washing apparatus.
For example, the presence of the washing category of laundry a is identified at the time: "washable by hand", "maximum wash temperature 40 °, routine procedure", "allow any bleach"; the washing category of laundry B exists: "maximum wash temperature 40 °, routine", "allow any bleach", "hang-air-dry"; after intersecting the clothes A and the clothes B, determining that two clothes are simultaneously washed, wherein the conditions are as follows: "maximum wash temperature 40 °, routine", "allow any bleach".
In an exemplary embodiment, the washing apparatus is further configured to obtain a set washing mode, wherein the washing mode includes at least one of: an automatic washing mode preset by the washing equipment and a manual selection washing mode of the washing equipment; and determining an executable list of target washing instructions corresponding to the set washing mode, wherein the executable list is used for indicating an information list of washing instructions which are set by the washing equipment in factory setting and allow execution.
It can be understood that, in order to facilitate the washing operation of the target object when the washing device leaves the factory, the washing mode is preset according to the daily washing habit of the target object, so that the target object can execute the washing mode set on the washing device in a one-key starting mode or the like.
In an exemplary embodiment, the washing device is further configured to match the washing instructions according to an executable list; in the case that the washing instruction exists in the executable list, the set washing mode is determined as a preselected washing mode of the laundry to be washed.
In short, since each laundry may have a plurality of washing categories at the same time, and more washing patterns may be determined in combination with the washing time, when it is determined that the first washing category determined by the laundry exists in the executable list, the set washing pattern is regarded as a preselected washing pattern of the laundry.
In an exemplary embodiment, the washing device is further configured to receive a confirmation instruction of the target object in a case that the same laundry has a plurality of preselected washing modes, where the confirmation instruction is used to instruct the target object to determine a selection instruction of the target preselected washing mode from the plurality of preselected washing modes; and executing a target preselected washing mode corresponding to the confirmation instruction to wash the clothes to be washed.
That is, when the same laundry may perform a plurality of preselected washing modes, a target preselected washing mode to be performed may be determined from the plurality of preselected washing modes according to the washing requirement of the target object, for example, the preselected washing mode of the current laundry has "quick washing", "mild washing", but the current target object needs to save time, and thus, an instruction to determine "quick washing" as the washing mode to be performed is issued.
In the description of the present invention, it should be understood that the directions or positional relationships indicated by the terms "center", "upper", "lower", "front", "rear", "left", "right", etc. are based on the directions or positional relationships shown in the drawings, are merely for convenience of describing the present invention and simplifying the description, and do not indicate or imply that the apparatus or component to be referred to must have a specific orientation, be constructed and operated in a specific orientation, and thus should not be construed as limiting the present invention. Furthermore, the terms "first," "second," and the like, are used for descriptive purposes only and are not to be construed as indicating or implying relative importance.
In the description of the present invention, it should be noted that, unless explicitly specified and limited otherwise, the terms "mounted," "connected," and "connected" are to be construed broadly, and may be either fixedly connected, detachably connected, or integrally connected, for example; can be mechanically or electrically connected; can be directly connected or indirectly connected through an intermediate medium, and can be communicated with the inside of the two components. When an element is referred to as being "mounted" or "disposed" on another element, it can be directly on the other element or intervening elements may also be present. When an element is referred to as being "connected" to another element, it can be directly connected to the other element or intervening elements may also be present. It will be understood by those of ordinary skill in the art that the terms described above are in the specific sense of the present invention.
It should be noted that each of the above modules may be implemented by software or hardware, and for the latter, it may be implemented by, but not limited to: the modules are all located in the same processor; alternatively, the above modules may be located in different processors in any combination.
An embodiment of the invention also provides a storage medium having a computer program stored therein, wherein the computer program is arranged to perform the steps of any of the method embodiments described above when run.
In an exemplary embodiment, in the present embodiment, the above-described storage medium may be configured to store a computer program for performing the steps of:
s1, performing image classification on washing label pictures of a plurality of clothes to be washed to obtain a first washing category corresponding to each washing label picture;
s2, determining at least one washing operation corresponding to the plurality of clothes to be washed according to the first washing category corresponding to each washing label picture;
s3, sending a washing instruction to washing equipment according to the at least one washing operation so as to instruct the washing equipment to execute a corresponding washing mode according to the washing instruction.
In an exemplary embodiment, in the present embodiment, the storage medium may include, but is not limited to: a usb disk, a Read-Only Memory (ROM), a random access Memory (Random Access Memory, RAM), a removable hard disk, a magnetic disk, or an optical disk, or other various media capable of storing a computer program.
An embodiment of the invention also provides an electronic device comprising a memory having stored therein a computer program and a processor arranged to run the computer program to perform the steps of any of the method embodiments described above.
In an exemplary embodiment, the electronic apparatus may further include a transmission device connected to the processor, and an input/output device connected to the processor.
In an exemplary embodiment, in this embodiment, the above-mentioned processor may be configured to execute the following steps by a computer program:
s1, performing image classification on washing label pictures of a plurality of clothes to be washed to obtain a first washing category corresponding to each washing label picture;
s2, determining at least one washing operation corresponding to the plurality of clothes to be washed according to the first washing category corresponding to each washing label picture;
s3, sending a washing instruction to washing equipment according to the at least one washing operation so as to instruct the washing equipment to execute a corresponding washing mode according to the washing instruction.
In an exemplary embodiment, reference may be made to the examples described in the foregoing embodiments and optional implementations, and this embodiment is not repeated herein.
It will be apparent to those skilled in the art that the modules or steps of the invention described above may be implemented in a general purpose computing device, they may be concentrated on a single computing device, or distributed across a network of computing devices, and in one exemplary embodiment they may be implemented in program code executable by a computing device, so that they may be stored in a memory device for execution by a computing device, and in some cases, the steps shown or described may be performed in a different order than what is shown or described, or they may be separately fabricated into individual integrated circuit modules, or a plurality of modules or steps in them may be fabricated into a single integrated circuit module. Thus, the present invention is not limited to any specific combination of hardware and software.
The above description is only of the preferred embodiments of the present invention and is not intended to limit the present invention, but various modifications and variations can be made to the present invention by those skilled in the art. Any modification, equivalent replacement, improvement, etc. made within the principle of the present invention should be included in the protection scope of the present invention.
Claims (8)
1. A method for determining a washing pattern, comprising:
Performing image classification on washing label pictures of a plurality of clothes to be washed to obtain a first washing category corresponding to each washing label picture;
determining at least one washing operation corresponding to the plurality of clothes to be washed according to the first washing category corresponding to each washing label picture;
sending a washing instruction to washing equipment according to the at least one washing operation so as to instruct the washing equipment to execute a corresponding washing mode according to the washing instruction;
the image classification is performed on the washing label pictures of the plurality of clothes to be washed to obtain a first washing category corresponding to each washing label picture, and the method comprises the following steps:
inputting the washing label pictures of the plurality of clothes to be washed into an offline washing label identification model to obtain a first washing category corresponding to each washing label picture, wherein the offline washing label identification model is trained by using a plurality of groups of data through machine learning, and each group of data in the plurality of groups of data comprises: washing the label picture and the washing category corresponding to the washing label picture;
wherein after sending a washing instruction to the washing device according to at least one washing operation to instruct the washing device to execute a corresponding washing mode according to the washing instruction, the method further comprises: acquiring running state lists of all washing equipment under a target account, wherein the running state lists are used for determining whether the washing equipment is in one of the following states: an operating state and a non-operating state; transmitting the first washing category to target washing equipment in a non-working state to instruct the target washing equipment to execute a washing mode corresponding to the first washing category, wherein the non-working state comprises at least one of the following: a standby state of the washing apparatus, and a shutdown state of the washing apparatus;
Wherein, the executing the corresponding washing mode according to the washing instruction is performed by the following modes, including: acquiring a set washing mode, wherein the washing mode comprises at least one of the following: an automatic washing mode preset by the washing equipment and a manual selection washing mode of the washing equipment; determining an executable list of target washing instructions corresponding to the set washing mode, wherein the executable list is used for indicating an information list of washing instructions which are set by the washing equipment in factory setting and allow execution; matching the washing instructions according to the executable list; in case the washing instructions are present in the executable list, the set washing mode is determined to be a preselected washing mode of the laundry to be washed.
2. The method of claim 1, wherein after image classifying the wash tag pictures of the plurality of laundry items to be washed to obtain the first wash category corresponding to each wash tag picture, the method further comprises:
generating a washing list of the clothes to be washed under the condition that the clothes to be washed are multiple pieces, wherein the washing list is used for indicating a plurality of first washing categories corresponding to each piece of clothes to be washed in the multiple pieces of clothes to be washed respectively;
Summarizing the same washing categories of the plurality of clothes to be washed in the washing list to determine the intersection of the washing categories of at least two clothes to be washed in the plurality of clothes to be washed, wherein the intersection of the washing categories is used for indicating one or more clothes to be washed corresponding to the same washing category.
3. The method of claim 2, wherein after summarizing the same washing categories of a plurality of laundry items in the washing list to determine an intersection of washing categories of at least two laundry items in the plurality of laundry items, the method further comprises:
determining a target washing operation corresponding to the one or more clothes to be washed according to the intersection;
and transmitting a target washing instruction for executing the target washing mode to the washing device when the target washing mode corresponding to the target washing operation exists in the washing device.
4. A method for determining a washing pattern, comprising:
receiving a washing instruction sent by a mobile terminal, wherein the washing instruction is determined by the following steps: the mobile terminal performs image classification on washing label pictures of a plurality of clothes to be washed to determine a first washing category corresponding to each washing label picture, and determines a washing instruction corresponding to at least one washing operation of the plurality of clothes to be washed according to the first washing category;
Executing a corresponding washing mode according to the washing instruction;
the mobile terminal performs image classification on washing label pictures of a plurality of clothes to be washed to determine a first washing category corresponding to each washing label picture, and the method comprises the following steps:
inputting the washing label pictures of the plurality of clothes to be washed into an offline washing label identification model deployed on the mobile terminal to obtain a first washing category corresponding to each washing label picture, wherein the offline washing label identification model is trained by using a plurality of groups of data through machine learning, and each group of data in the plurality of groups of data comprises: washing the label picture and the washing category corresponding to the washing label picture;
before receiving the washing instruction sent by the mobile terminal, the method further comprises the following steps: determining an operation state list of all washing equipment under a target account, wherein the operation state list is used for determining whether the washing equipment is in one of the following states: an operating state and a non-operating state; allowing the first washing category to be sent to target washing equipment in a non-working state so as to instruct the target washing equipment to execute a washing mode corresponding to the first washing category, wherein the non-working state comprises at least one of the following: a standby state of the washing apparatus, and a shutdown state of the washing apparatus;
Wherein, before the corresponding washing mode is executed according to the washing instruction, the method further comprises: acquiring a set washing mode, wherein the washing mode comprises at least one of the following: an automatic washing mode preset by the washing equipment and a manual selection washing mode of the washing equipment; determining an executable list of target washing instructions corresponding to the set washing mode, wherein the executable list is used for indicating an information list of washing instructions which are set by washing equipment in factory setting and allow execution; matching the washing instructions according to the executable list; in case the washing instructions are present in the executable list, it is determined that the set washing mode is a preselected washing mode of the laundry to be washed.
5. The method of claim 4, wherein after determining that the set washing mode is the preselected washing mode for the laundry in the case that the washing instruction exists in the executable list, the method further comprises:
receiving a confirmation instruction of a target object under the condition that the same piece of clothes to be washed has a plurality of preselected washing modes, wherein the confirmation instruction is used for indicating the target object to determine a selection instruction of the target preselected washing mode from the plurality of preselected washing modes;
And executing a target preselected washing mode corresponding to the confirmation instruction to wash the clothes to be washed.
6. A system for determining a washing pattern, comprising:
the mobile terminal is used for carrying out image classification on the washing label pictures of the plurality of clothes to be washed to obtain a first washing category corresponding to each washing label picture; determining at least one washing operation corresponding to the plurality of clothes to be washed according to the first washing category; sending a washing instruction to a washing device according to the at least one washing operation;
the washing equipment is connected with the mobile terminal and used for executing a corresponding washing mode according to the washing instruction;
the mobile terminal is further configured to input the washing label pictures of the plurality of pieces of laundry to be washed into an offline washing label identification model to obtain a first washing category corresponding to each washing label picture, where the offline washing label identification model is trained by using a plurality of sets of data through machine learning, and each set of data in the plurality of sets of data includes: washing the label picture and the washing category corresponding to the washing label picture;
the mobile terminal is further configured to obtain an operation state list of all the washing devices under the target account, where the operation state list is used to determine whether the washing devices are in one of the following states: an operating state and a non-operating state; transmitting the first washing category to target washing equipment in a non-working state to instruct the target washing equipment to execute a washing mode corresponding to the first washing category, wherein the non-working state comprises at least one of the following: a standby state of the washing apparatus, and a shutdown state of the washing apparatus;
The washing device is further configured to obtain a set washing mode, wherein the washing mode includes at least one of: an automatic washing mode preset by the washing equipment and a manual selection washing mode of the washing equipment; determining an executable list of target washing instructions corresponding to the set washing mode, wherein the executable list is used for indicating an information list of washing instructions which are set by washing equipment in factory setting and allow execution; matching the washing instructions according to the executable list; in case the washing instructions are present in the executable list, it is determined that the set washing mode is a preselected washing mode of the laundry to be washed.
7. A computer-readable storage medium, characterized in that the storage medium has stored therein a computer program, wherein the computer program is arranged to execute the method of any of the claims 1 to 5 when run.
8. An electronic device comprising a memory and a processor, characterized in that the memory has stored therein a computer program, the processor being arranged to run the computer program to perform the method of any of the claims 1 to 5.
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| CN117689920A (en) * | 2022-08-30 | 2024-03-12 | 海尔优家智能科技（北京）有限公司 | Garment steamer ironing method and device, garment steamer, storage medium and electronic device |
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