CN112348633A - Clothing matching recommending method and device, intelligent wardrobe and storage medium - Google Patents
Clothing matching recommending method and device, intelligent wardrobe and storage medium Download PDFInfo
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Abstract
The invention relates to the technical field of clothes matching, and discloses a method and a device for recommending clothes matching, an intelligent wardrobe and a computer-readable storage medium. The intelligent wardrobe receives the clothes matching request message, acquires current environment information according to the clothes matching request message, and determines at least one set of target clothes matching scheme according to the current environment information and a historical clothes matching selection record table, wherein the historical clothes matching selection record table comprises at least one set of target clothes matching scheme and environment information corresponding to each set of target clothes matching scheme, and then outputs at least one set of target clothes matching scheme to recommend clothes matching; the problem of low recommendation accuracy of clothing matching in the related art is solved.
Description
Technical Field
The invention relates to the technical field of clothes matching, in particular to a method and a device for recommending clothes matching, an intelligent wardrobe and a computer-readable storage medium.
Background
With the continuous development of human civilization, people have higher and higher material requirements and higher life quality.
At present, in order to meet the increasing material requirements of people and the pursuit of life quality, people often match clothes through application software such as panning, dressing and the like, and the recommendation mode can recommend color matching, style matching and the like, but the recommendation mode is low in accuracy and causes certain trouble to users.
Therefore, how to improve the recommendation accuracy of the clothing matching is a problem to be solved.
Disclosure of Invention
The invention mainly aims to provide a method and a device for recommending clothing matching, an intelligent wardrobe and a computer-readable storage medium, and aims to improve the accuracy rate of recommending clothing matching.
In order to achieve the purpose, the invention provides a recommended clothing matching method which is applied to an intelligent wardrobe and comprises the following steps:
receiving a clothing matching request message;
acquiring current environment information according to the clothing matching request message;
determining at least one set of target clothes matching scheme according to the current environment information and a historical clothes matching selection record table; the historical clothes matching selection record table comprises at least one set of target clothes matching scheme and environment information corresponding to each set of target clothes matching scheme;
and outputting the at least one set of target clothing matching scheme to recommend clothing matching.
Optionally, before the step of receiving the clothing matching request message, the method for recommending clothing matching further includes:
acquiring selection records of a user on at least one set of target clothes matching scheme and environment information corresponding to each set of target clothes matching scheme;
and storing at least one set of selection records of the target clothes matching scheme and the environment information corresponding to each set of the target clothes matching scheme to generate a historical clothes matching selection record table.
Optionally, the step of determining at least one set of target clothing matching scheme according to the current environment information and the historical clothing matching selection record table includes:
determining two or more sets of target clothes matching schemes according to the current environment information and a historical clothes matching selection record table;
the step of outputting the at least one set of target clothing matching scheme to recommend clothing matching comprises:
acquiring historical selection times of two or more sets of target recommended clothing matching schemes;
determining the priority sequence of two or more sets of target recommended clothing matching schemes according to the historical selection times;
and outputting two or more sets of target clothing matching schemes according to the priority sequence so as to recommend clothing matching.
Optionally, before the step of determining at least one set of target clothing matching scheme according to the current environment information and the historical clothing matching selection record table, the method for recommending clothing matching further includes:
acquiring target style parameters of clothing matching;
the step of determining at least one set of target clothing matching scheme according to the current environment information and the historical clothing matching selection record table comprises the following steps:
determining at least one set of target clothes matching scheme to be determined from a historical clothes matching selection record table according to the current environment information;
obtaining at least one set of recommended style parameters of the target clothing matching scheme to be determined;
judging whether the recommended style parameters are matched with the target style parameters or not, and whether a first preset matching condition is met or not;
and if so, determining the target clothes matching scheme to be determined corresponding to the recommended style parameter as the target clothes matching scheme.
Optionally, after the step of determining whether the matching between the recommended style parameter and the target style parameter meets a first preset matching condition and determining whether the recommended style parameter is the same as the target style parameter, the method for recommending clothing matching further includes:
if not, determining a first alternative target garment matching scheme according to the target style parameters;
and determining the first alternative target clothing matching scheme as a target clothing matching scheme.
Optionally, before the step of determining at least one set of target clothing matching scheme according to the current environment information and the historical clothing matching selection record table, the method for recommending clothing matching further includes:
acquiring scheduling information;
determining target occasion parameters from the scheduling information;
the step of determining at least one set of target clothing matching scheme according to the current environment information and the historical clothing matching selection record table comprises the following steps:
determining at least one set of target clothes matching scheme to be determined from a historical clothes matching selection record table according to the current environment information;
acquiring recommended occasion parameters of the at least one set of target clothing matching scheme to be determined;
judging whether the recommended occasion parameter is matched with the target occasion parameter or not, and whether a second preset matching condition is met or not;
if yes, determining the target clothes matching scheme to be determined corresponding to the recommended occasion parameters as the target clothes matching scheme.
Optionally, after the step of determining whether the matching between the recommended occasion parameter and the target occasion parameter meets a second preset matching condition and determining whether the recommended occasion parameter is the same as the target occasion parameter, the method for recommending clothing matching further includes:
if not, determining a second alternative target garment matching scheme according to the target occasion parameters;
and determining the second alternative target garment matching scheme as a target garment matching scheme.
In addition, in order to achieve the above object, the present invention further provides a recommended clothing matching device, including:
the receiving module is used for receiving the clothing matching request message;
the acquisition module is used for acquiring the current environment information according to the clothing matching request message;
the determining module is used for determining at least one set of target clothes matching scheme according to the current environment information and the historical clothes matching selection record table; the historical clothes matching selection record table comprises at least one set of target clothes matching scheme and environment information corresponding to each set of target clothes matching scheme;
and the output module is used for outputting the at least one set of target clothing matching scheme so as to recommend clothing matching.
In addition, in order to achieve the above object, the present invention also provides an intelligent wardrobe, comprising: the device comprises a memory, a processor and a recommended clothing matching program stored on the memory and running on the processor, wherein the recommended clothing matching program realizes the steps of the recommended clothing matching method when being executed by the processor.
In addition, to achieve the above object, the present invention further provides a computer-readable storage medium, in which a recommended clothing matching program is stored, and when the recommended clothing matching program is executed by a processor, the steps of the recommended clothing matching method are implemented as described above.
According to the technical scheme provided by the invention, the intelligent wardrobe receives the clothes matching request message, acquires current environment information according to the clothes matching request message, and determines at least one set of target clothes matching scheme according to the current environment information and a historical clothes matching selection record table, wherein the historical clothes matching selection record table comprises at least one set of target clothes matching scheme and environment information corresponding to each set of target clothes matching scheme, and then outputs at least one set of target clothes matching scheme to recommend clothes matching; the problem of low recommendation accuracy of clothing matching in the related art is solved.
The intelligent wardrobe also comprises a historical clothes matching selection record table, wherein the historical clothes matching selection record table represents clothes wearing habits, hobbies and the like of the user, and the historical clothes matching selection record table is a record of the user on recommended clothes matching.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings needed to be used in the embodiments will be briefly described below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and it is obvious for those skilled in the art that other drawings can be obtained according to the structures shown in the drawings without creative efforts.
FIG. 1 is a schematic diagram of an intelligent wardrobe structure of a hardware operating environment according to an embodiment of the present invention;
FIG. 2 is a schematic flow chart illustrating a recommended clothing matching method according to a first embodiment of the present invention;
fig. 3 is a block diagram of a recommended clothing matching apparatus according to a first embodiment of the present invention.
The implementation, functional features and advantages of the objects of the present invention will be further explained with reference to the accompanying drawings.
Detailed Description
It should be understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.
Referring to fig. 1, fig. 1 is a schematic diagram of an intelligent wardrobe structure of a hardware operating environment according to an embodiment of the present invention.
The intelligent wardrobe includes: at least one processor 101, a memory 102, and a recommended clothing matching program stored on the memory and executable on the processor, the recommended clothing matching program being configured to implement the steps of the recommended clothing matching method according to any one of the following embodiments.
In some embodiments, the intelligent wardrobe may further comprise: a communication interface 103 and at least one peripheral intelligent wardrobe. The processor 101, memory 102 and communication interface 103 may be connected by a bus or signal lines. Each peripheral intelligent wardrobe may be connected to the communication interface 103 by a bus, signal line or circuit board. Specifically, the peripheral intelligent wardrobe comprises: at least one of radio frequency circuitry 104, display screen 105, and power supply 106.
The Radio Frequency circuit 104 is used for receiving and transmitting RF (Radio Frequency) signals, also called electromagnetic signals. The radio frequency circuit 104 communicates with a communication network and other communication intelligent wardrobes through electromagnetic signals. The rf circuit 104 converts an electrical signal into an electromagnetic signal for transmission, or converts a received electromagnetic signal into an electrical signal. Optionally, the radio frequency circuit 104 comprises: an antenna system, an RF transceiver, one or more amplifiers, a tuner, an oscillator, a digital signal processor, a codec chipset, a subscriber identity module card, and so forth. The radio frequency circuitry 104 may communicate with other terminals via at least one wireless communication protocol. The wireless communication protocols include, but are not limited to: metropolitan area networks, various generation mobile communication networks (2G, 3G, 4G, and 5G), Wireless local area networks, and/or WiFi (Wireless Fidelity) networks. In some embodiments, the rf circuit 104 may further include NFC (Near Field Communication) related circuits, which are not limited in this application.
The display screen 105 is used to display a UI (User Interface). The UI may include graphics, text, icons, video, and any combination thereof. When the display screen 105 is a touch display screen, the display screen 105 also has the ability to capture touch signals on or over the surface of the display screen 105. The touch signal may be input to the processor 101 as a control signal for processing. At this point, the display screen 105 may also be used to provide virtual buttons and/or a virtual keyboard, also referred to as soft buttons and/or a soft keyboard. In some embodiments, the display screen 105 may be one, the front panel of the intelligent wardrobe; in other embodiments, the number of the display screens 105 may be at least two, and the at least two display screens are respectively arranged on different surfaces of the intelligent wardrobe or are in a folding design; in still other embodiments, the display screen 105 may be a flexible display screen, disposed on a curved surface or a folded surface of the intelligent wardrobe. Even further, the display screen 105 may be arranged in a non-rectangular irregular pattern, i.e. a shaped screen. The Display screen 105 may be made of LCD (liquid crystal Display), OLED (Organic Light-Emitting Diode), and the like.
The power supply 106 is used for supplying power to various components in the intelligent wardrobe. The power source 106 may be alternating current, direct current, disposable batteries, or rechargeable batteries. When the power source 106 includes a rechargeable battery, the rechargeable battery may support wired or wireless charging. The rechargeable battery may also be used to support fast charge technology.
Those skilled in the art will appreciate that the configuration shown in FIG. 1 does not constitute a limitation of the intelligent wardrobe, and may include more or fewer components than shown, or some components in combination, or a different arrangement of components.
Based on the above hardware structure, embodiments of the present invention are proposed.
Referring to fig. 2 and fig. 2 are schematic flow charts of a first embodiment of a recommended clothing matching method of the present invention, the recommended clothing matching method includes the following steps:
step S20: and receiving a clothing matching request message.
It should be noted that the recommended clothes matching method is applied to an intelligent wardrobe, that is, the execution subject of each step is the intelligent wardrobe.
It should be clear that the clothing matching request message in this embodiment represents that a user wants to perform clothing matching currently and issues the clothing matching, and the clothing matching request message should include a user identifier, so that the user can know which user is currently, and thus perform corresponding clothing matching for the user; for example, if the user identifier included in the clothing matching request message is a 6-year-old daughter of a king woman, the subsequent intelligent wardrobe performs corresponding clothing matching for the 6-year-old daughter of the king woman, or if the user identifier included in the clothing matching request message is a husband of the king woman, the subsequent intelligent wardrobe performs corresponding clothing matching for the husband of the king woman.
In some examples, the received clothing matching request message may be voice information sent by the user, that is, the clothing matching request message is carried in the voice information. It can be understood that, in some scenarios, a user may not conveniently input text information to issue a clothing matching request message, and therefore the user directly issues voice information, and the voice information is received by a voice module of the intelligent wardrobe, so as to obtain the clothing matching request message from the received voice information, specifically, identify the received voice information to obtain an identification text, and the identification text at this time corresponds to the clothing matching request message.
In some examples, the received clothing matching request message may be text information issued by the user, that is, the text information carries the clothing matching request message, wherein the input of the text information may be issued by inputting on a display screen of the intelligent wardrobe.
It can be understood that, in this embodiment, the clothing matching request message received by the intelligent wardrobe may be directly issued to the intelligent wardrobe by the user, or may also be issued to the terminal device by the user, and then the terminal device sends the received clothing matching request message to the intelligent wardrobe connected to the terminal device, and in practical application, the clothing matching request message may be flexibly adjusted according to a specific application scenario.
Step S21: and acquiring current environment information according to the clothing matching request message.
It should be clear that, in this embodiment, after receiving the clothing matching request message, the current environment information needs to be acquired according to the clothing matching request message; the environment information represents environment information of a geographical position where the intelligent wardrobe is located, and specifically, the intelligent wardrobe can locate the geographical position information of the current position according to a global positioning system and then determine current season information and corresponding temperature information by combining the geographical position information and the current time where the intelligent wardrobe is located.
In some examples, the temperature information includes an indoor ambient temperature, i.e., the user's desired clothing mix matches the indoor ambient temperature; for example, a user is going to participate in a certain conference, and the conference is usually held indoors, so that in this case, the user is usually in an indoor environment, and the indoor environment temperature can be obtained, so that the corresponding target clothes matching scheme can be determined according to the indoor environment temperature.
In some examples, the temperature information includes an outdoor ambient temperature, i.e., the user's desired clothing mix matches the outdoor ambient temperature; for example, the user is going to participate in spring tour, which is usually held outdoors, so that in this case, the user is usually in an outdoor environment, and the outdoor environment temperature can be obtained, so that the corresponding target clothes matching scheme can be determined according to the outdoor environment temperature.
It can be understood that, in this embodiment, the obtaining of the current environment information may be specified by a user, for example, issuing a command to obtain the indoor environment temperature or obtaining the outdoor environment temperature, or the obtaining of the current environment information may not be specified by the user, that is, directly obtaining the indoor environment temperature or obtaining the outdoor environment temperature; in practical application, the method can be flexibly adjusted according to specific application scenes.
Step S22: determining at least one set of target clothes matching scheme according to the current environment information and the historical clothes matching selection record table; the historical clothes matching selection record table comprises at least one set of target clothes matching scheme and environment information corresponding to each set of target clothes matching scheme.
It should be clear that, in this embodiment, after obtaining the current environment information according to the clothing matching request message, at least one set of target clothing matching scheme needs to be determined according to the current environment information and the historical clothing matching selection record table; that is, in this embodiment, a historical clothing matching selection record table is stored in advance, where the historical clothing matching selection record table includes at least one set of target clothing matching schemes and environment information corresponding to each set of target clothing matching schemes; see, for example, table one, which is an exemplary historical clothing collocation selection record table.
Watch 1
| Environment informationInformation processing device | Target clothing matching scheme |
| A1～A2 | k1、k2、k4、k6、k7、k8、k10 |
| A3～A4 | k13、k14、k15、k16 |
| A5～A6 | K20、k22、k24、k25、k26 |
| A7～A8 | K27、k28、k29 |
| …… | …… |
As shown in table one, when the current environment information is a 1-a 2, 7 kinds of determined target clothing matching schemes are provided, when the current environment information is A3-a 4, 4 kinds of determined target clothing matching schemes are provided, when the current environment information is a 5-a 6, 5 kinds of determined target clothing matching schemes are provided, and when the current environment information is a 7-A8, 3 kinds of determined target clothing matching schemes are provided.
Step S23: and outputting at least one set of target clothing matching scheme to recommend clothing matching.
It should be clear that, in this embodiment, at least one set of target clothing matching scheme is determined and then output according to the current environment information and the historical clothing matching selection record table; for example, when the current environment information is a 1-a 2, 7 target clothing matching schemes are determined, and at this time, the 7 target clothing matching schemes are output for the user to select, and so on, which is not described herein again.
It can be understood that, in this embodiment, the intelligent wardrobe may determine at least one set of recommended clothing matching scheme and directly output the determined at least one set of recommended clothing matching scheme to the display screen of the intelligent wardrobe, or the intelligent wardrobe may determine at least one set of recommended clothing matching scheme and output the determined at least one set of recommended clothing matching scheme to the terminal device connected to the intelligent wardrobe first, and then the terminal device displays the received at least one set of recommended clothing matching scheme.
In the embodiment, when the clothes matching request message is received, the intelligent wardrobe determines and outputs at least one set of target clothes matching scheme according to the current environment information and the historical clothes matching selection record table so as to recommend clothes matching for a user to select, so that the recommendation accuracy of clothes matching is improved, the personalized clothes wearing requirements of each user are met, and the user experience satisfaction is high.
Based on the first embodiment, a second embodiment of the recommended clothing matching method is provided.
In this embodiment, before the step of receiving the clothing matching request message, the method for recommending clothing matching may further include the steps of:
firstly, acquiring selection records of at least one set of target clothes matching scheme from a user and environment information corresponding to each set of target clothes matching scheme;
and then, storing the selection records of at least one set of target clothes matching scheme and the environment information corresponding to each set of target clothes matching scheme to generate a historical clothes matching selection record table.
The generation process of the historical clothing matching selection record table is described in detail in the embodiment; specifically, first, a selection record of each target clothing matching scheme and environment information corresponding to each target clothing matching scheme are obtained, for example, as shown in table two, the selection record of the target clothing matching scheme is obtained when the environment information is a 1-a 2.
Watch two
It should be clear that the selection record in this embodiment represents whether the target garment matching scheme is selected, where as shown in table two, the target garment matching schemes k3, k5, and k9 are selected and recorded as 0, that is, the target garment matching schemes k1 to k10 are all output to the user, but the user does not select the target garment matching schemes k3, k5, and k9, which indicates that the user does not like the target garment matching schemes k3, k5, and k9, at this time, the environment information a1 to a2 is stored in correspondence with the target garment matching schemes k1, k2, k4, k6, k7, k8, and k10, and correspondingly, the other environment information is stored in correspondence with the target garment matching schemes corresponding thereto, so as to generate the historical garment matching record table shown in table one.
It can be understood that, in this embodiment, a selection record of each target clothing matching scheme by the user within a preset time period is obtained, where the preset time period is a preset time period before a current time point is taken as a starting point; for example, if the current time is 14 days at 10 months in 2020 and the preset time period is 30 days, the selection record of each target clothing matching scheme by the user in 30 days from 14 days at 9 months in 2020 to 14 days at 10 months in 2020 is obtained. That is, the historical clothing matching selection record table in this embodiment is generated according to the selection record of the user on each target clothing matching scheme in the recent period of time, so that the generated historical clothing matching selection record table is more accurate.
In the embodiment, the historical clothes matching selection record table is generated in advance, so that the intelligent wardrobe can determine the target clothes matching scheme by means of the historical clothes matching selection record table, and the historical clothes matching selection record table represents clothes wearing habits, hobbies and the like of a user for the previous record of recommended clothes matching of the user, so that the determined target clothes matching scheme is more accurate, the recommendation accuracy of clothes matching is improved, the personalized clothes wearing requirements of each user are met, and the using experience satisfaction of the user is high.
Based on the above embodiments, a third embodiment of the recommended clothing matching method of the invention is provided.
In this embodiment, the step of determining at least one set of target clothing matching scheme according to the current environment information and the historical clothing matching selection record table includes:
determining two or more sets of target clothes matching schemes according to the current environment information and the historical clothes matching selection record table;
outputting at least one set of target clothes matching scheme to recommend clothes matching, wherein the steps of:
firstly, acquiring historical selection times of two or more sets of target recommended clothing matching schemes and target clothing matching schemes;
then, determining the priority sequence of two or more sets of target recommended clothing matching schemes according to the historical selection times;
and outputting two or more sets of target clothes matching schemes according to the priority order so as to recommend clothes matching.
It should be clear that, in this embodiment, the determined target clothing matching scheme is divided into two cases according to the current environment information and the historical clothing matching selection record table; determining a set of target clothes matching scheme in the first case, and determining two or more sets of target clothes matching schemes in the second case; in the case of the first situation, the target clothes matching scheme can be directly output, in the case of the second situation, two or more sets of target clothes matching schemes can be output after being correspondingly processed, specifically, the historical selection times of the target clothes matching schemes of the two or more sets of target recommended clothes matching schemes are obtained, the priority sequence of the two or more sets of target recommended clothes matching schemes is determined according to the historical selection times, and then the two or more sets of target clothes matching schemes are output according to the priority sequence to provide recommended clothes matching for a user to select, so that the selection speed of the user can be improved, and the method is more humanized and intelligent.
For a better understanding, a specific example is described herein; for example, as shown in table one, the target clothing matching schemes k1, k2, k4, k6, k7, k8, and k10 corresponding to the environment information a1 to a2, wherein the obtained selection times of each target clothing matching scheme are shown in table two, and the priority order of each target clothing matching scheme k1, k2, k4, k6, k7, k8, and k10 is determined from high to low according to the selection times, and then the target clothing matching schemes k2> k1> 63k 7> k8> k4> k10> k6 are sequentially output, i.e., the target clothing matching schemes k2, k1, k7, k8, k4, k10, and k6 are sequentially output, that is to display the target clothing matching schemes with high priority first, and then the target clothing matching schemes with low priority are displayed, or when the target clothing matching schemes with high priority are displayed on the same display interface, the target clothing with high priority is displayed before and then the target clothing with low priority is displayed.
In the embodiment, the priority order of the two or more sets of target clothes matching schemes is determined, and the two or more sets of target clothes matching schemes are output according to the priority order, so that the selection speed of the user is increased by the output mode, the complex operation of searching in the output multiple target clothes matching schemes by the user is avoided, the user is more humanized and intelligent, and the use experience satisfaction of the user is further increased.
Based on the above embodiments, a fourth embodiment of the recommended clothing matching method of the invention is provided.
In this embodiment, before the step of determining at least one set of target clothing matching scheme according to the current environment information and the historical clothing matching selection record table, the method for recommending clothing matching may further include the steps of:
and acquiring target style parameters of clothing matching.
It should be clear that the target style parameters in this embodiment represent the style of the clothing arrangement currently desired by the user, which includes but is not limited to a simple leisure style, a squash style, a formal modesty style, and a youth sweet style.
In some examples, a target style parameter of the clothing collocation may be obtained based on the received voice information; specifically, the received voice information is identified to obtain an identification text, and the identification text at the moment corresponds to the target style parameter of the clothing matching.
In some examples, target style parameters of the clothing collocation may be obtained based on the received text information; namely, the user issues the text information, and the text information is received by the receiving module of the intelligent wardrobe, so that the target style parameters of the clothing matching are obtained from the received text information.
In some examples, target style parameters of the clothing collocation can be obtained based on the received picture information; specifically, the received picture information is subjected to image recognition to obtain a recognition result, and the recognition result at the moment corresponds to the target style parameter of the clothing matching.
It can be understood that, in this embodiment, the target style parameter of the clothing matching acquired by the intelligent wardrobe may be directly issued to the intelligent wardrobe by the user, or may also be issued to the terminal device by the user, and then the terminal device sends the received target style parameter of the clothing matching to the intelligent wardrobe connected to the terminal device, and in practical application, the target style parameter of the clothing matching may be flexibly adjusted according to a specific application scenario.
In this embodiment, the step of determining at least one set of target clothing matching scheme according to the current environment information and the historical clothing matching selection record table includes:
firstly, determining at least one set of clothes matching scheme to be targeted from a historical clothes matching selection record table according to current environment information;
then, obtaining at least one set of recommended style parameters of the clothes matching scheme to be targeted;
thirdly, judging whether the matching between the recommended style parameter and the target style parameter meets a first preset matching condition or not;
if yes, determining the clothes matching scheme to be targeted corresponding to the recommended style parameter as the target clothes matching scheme.
For a better understanding, a specific example is described herein; for example, the target style parameters of the obtained clothing matching are set as the formal modesty style, wherein as shown in table one, the clothing matching schemes to be targeted are determined to be k1, k2, k4, k6, k7, k8 and k10, as shown in table three, the styles are respectively corresponding to the target clothing matching schemes of k1, k2, k4, k6, k7, k8 and k 10; obviously, if the styles of the clothes matching schemes k1 and k2 to be targeted are the same as the target style parameters, the clothes matching schemes k1 and k2 to be targeted are determined to be the target clothes matching schemes.
Watch III
In this embodiment, after the step of determining whether the matching between the recommended style parameter and the target style parameter meets the first preset matching condition, the method for recommending a clothing matching may further include the steps of:
if not, determining a first alternative target garment matching scheme according to the target style parameters;
and determining the first alternative target garment matching scheme as the target garment matching scheme.
It can be understood that when the matching between the recommended style parameter and the target style parameter does not satisfy the first preset matching condition, the first candidate target clothing matching scheme may be determined according to the target style parameter, and then the first candidate target clothing matching scheme may be determined as the target clothing matching scheme.
For better understanding, a specific example is also described herein; for example, in connection with the above example, if the target style parameter of the obtained clothing matching is a squash gorgeous style, as shown in table three, it is obvious that there is no target clothing matching scheme with the same target style parameter, at this time, the first candidate target clothing matching scheme needs to be determined again according to the target style parameter, the first candidate target clothing matching schemes are determined to be k50 and k55 according to the squash gorgeous style, and then the first candidate target clothing matching schemes k50 and k55 are determined to be the target clothing matching schemes.
It should be noted that the first preset matching conditions in the above example are the same, and in practical applications, the first preset matching conditions may be flexibly adjusted according to specific application scenarios, for example, the similarity of the first preset matching conditions exceeds a certain threshold.
In the embodiment, the target clothes matching scheme which is the same as or similar to the target style parameters of the user can be determined and then output, so that the personalized clothes wearing requirements of each user are met, and the using experience satisfaction of the user is improved.
Based on the above embodiments, a fifth embodiment of the recommended clothing matching method of the invention is provided.
In this embodiment, before the step of determining at least one set of target clothing matching scheme according to the current environment information and the historical clothing matching selection record table, the method for recommending clothing matching may further include the steps of:
firstly, acquiring scheduling information;
next, target occasion parameters are determined from the scheduling information.
It should be clear that, in the present embodiment, the target occasion parameter represents the occasion that the clothing collocation required by the user currently is in accordance with, which includes but is not limited to the evening occasion, the working occasion, the appointment occasion, the going-out occasion, and the like.
It is understood that the step of acquiring the scheduling information in this embodiment includes: the scheduling information is obtained from the scheduling class application, and/or the ticket purchase record, and/or the chat record.
In this embodiment, the step of determining at least one set of target clothing matching scheme according to the current environment information and the historical clothing matching selection record table includes:
firstly, determining at least one set of target clothing matching scheme to be recommended from a historical clothing matching selection record table according to current environment information;
then, acquiring at least one set of recommended occasion parameters of the clothes matching scheme to be targeted;
thirdly, judging whether the matching between the recommended occasion parameter and the target occasion parameter meets a second preset matching condition or not;
if yes, determining the clothes matching scheme to be targeted corresponding to the recommended occasion parameters as the target clothes matching scheme.
For a better understanding, a specific example is described herein; for example, the target occasion parameters for obtaining the clothing matching are set as the office occasion, wherein as shown in table one, the clothing matching schemes to be targeted are determined to be k1, k2, k4, k6, k7, k8 and k10, as shown in table four, the target clothing matching schemes are respectively corresponding to k1, k2, k4, k6, k7, k8 and k 10; obviously, if the occasions of the clothes matching schemes k1 and k2 to be targeted are the same as the target occasion parameters, the clothes matching schemes k1 and k2 to be targeted are determined to be the target clothes matching schemes.
Watch four
In this embodiment, after the step of determining whether the matching between the recommended occasion parameter and the target occasion parameter meets a second preset matching condition, the method for recommending a clothing matching may further include the steps of:
if not, determining a second alternative target garment matching scheme according to the target occasion parameters;
and determining the second alternative target garment matching scheme as the target garment matching scheme.
It can be understood that when the matching between the recommended occasion parameter and the target occasion parameter does not satisfy the second preset matching condition, a second alternative target clothing matching scheme can be determined according to the target occasion parameter, and then the second alternative target clothing matching scheme is determined as the target clothing matching scheme;
for better understanding, a specific example is also described herein; for example, taking the above example, if the target occasion parameter of the clothing matching is obtained as a evening occasion, as shown in table four, obviously, there is no target clothing matching scheme having the same target occasion parameter, at this time, it is necessary to determine the second candidate target clothing matching scheme again according to the target occasion parameter, determine the second candidate target clothing matching schemes as k52 and k53 according to the evening occasion, and further determine the second candidate target clothing matching schemes k52 and k53 as the target clothing matching schemes.
It should be noted that the second preset matching conditions in the above example are the same, and in practical applications, the second preset matching conditions may be flexibly adjusted according to specific application scenarios, for example, the second preset matching conditions are that the similarity exceeds a certain threshold, and the like.
In the embodiment, the target clothes matching scheme with the same or similar parameters as the target occasion parameters of the user can be determined and then output, so that the personalized clothes wearing requirements of each user are met, and the using experience satisfaction of the user is improved.
In addition, referring to fig. 3, an embodiment of the invention further provides a recommended clothing matching device based on the recommended clothing matching method, where the recommended clothing matching device includes:
a receiving module 30, configured to receive a clothing matching request message;
an obtaining module 31, configured to obtain current environment information according to the clothing matching request message;
a determining module 32, configured to determine at least one set of target clothing matching schemes according to the current environment information and a historical clothing matching selection record table; the historical clothes matching selection record table comprises at least one set of target clothes matching scheme and environment information corresponding to each set of target clothes matching scheme;
and the output module 33 is configured to output the at least one set of target clothing matching scheme to recommend clothing matching.
It should be noted that, in this embodiment, the recommended clothing matching device further optionally includes other corresponding modules to implement the steps of the recommended clothing matching method.
The recommended clothing collocation device of the invention adopts all the technical schemes of all the embodiments, so that the recommended clothing collocation device at least has all the beneficial effects brought by the technical schemes of the embodiments, and the details are not repeated.
In addition, an embodiment of the present invention further provides a computer-readable storage medium, where a recommended clothing matching program is stored on the computer-readable storage medium, and the recommended clothing matching program is executed by the processor to implement the steps of the recommended clothing matching method.
The computer-readable storage media include volatile or nonvolatile, removable or non-removable media implemented in any method or technology for storage of information such as computer-readable instructions, data structures, computer program modules or other data. Computer-readable storage media include, but are not limited to, RAM (Random Access Memory), ROM (Read-Only Memory), EEPROM (Electrically erasable Programmable Read-Only Memory), flash Memory or other Memory technology, CD-ROM (Compact disk Read-Only Memory), Digital Versatile Disks (DVD) or other optical disk storage, magnetic cassettes, magnetic tape, magnetic disk storage, or any other medium which can be used to store the desired information and which can be accessed by a computer.
It will be apparent to one skilled in the art that all or some of the steps of the methods, systems, functional modules/units in the intelligent wardrobe disclosed above may be implemented as software, firmware, hardware, and suitable combinations thereof. In a hardware implementation, the division between functional modules/units mentioned in the above description does not necessarily correspond to the division of physical components; for example, one physical component may have multiple functions, or one function or step may be performed by several physical components in cooperation. Some or all of the physical components may be implemented as software executed by a processor, such as a central processing unit, digital signal processor, or microprocessor, or as hardware, or as an integrated circuit, such as an application specific integrated circuit.
The above description is only a preferred embodiment of the present invention, and not intended to limit the scope of the present invention, and all modifications of equivalent structures and equivalent processes, which are made by using the contents of the present specification and the accompanying drawings, or directly or indirectly applied to other related technical fields, are included in the scope of the present invention.
Claims (10)
1. A method for recommending clothing matching is applied to an intelligent wardrobe and comprises the following steps:
receiving a clothing matching request message;
acquiring current environment information according to the clothing matching request message;
determining at least one set of target clothes matching scheme according to the current environment information and a historical clothes matching selection record table; the historical clothes matching selection record table comprises at least one set of target clothes matching scheme and environment information corresponding to each set of target clothes matching scheme;
and outputting the at least one set of target clothing matching scheme to recommend clothing matching.
2. The method of recommending a clothing match of claim 1, wherein said step of receiving a clothing match request message is preceded by the method of recommending a clothing match further comprising:
acquiring selection records of a user on at least one set of target clothes matching scheme and environment information corresponding to each set of target clothes matching scheme;
and storing at least one set of selection records of the target clothes matching scheme and the environment information corresponding to each set of the target clothes matching scheme to generate a historical clothes matching selection record table.
3. The method of claim 1, wherein the step of determining at least one target clothes matching scheme according to the current environmental information and a historical clothes matching selection record table comprises:
determining two or more sets of target clothes matching schemes according to the current environment information and a historical clothes matching selection record table;
the step of outputting the at least one set of target clothing matching scheme to recommend clothing matching comprises:
acquiring historical selection times of two or more sets of target recommended clothing matching schemes;
determining the priority sequence of two or more sets of target recommended clothing matching schemes according to the historical selection times;
and outputting two or more sets of target clothing matching schemes according to the priority sequence so as to recommend clothing matching.
4. The method of any of claims 1-3, wherein prior to the step of determining at least one target clothes matching scheme according to the current environmental information and a historical clothes matching selection record table, the method of recommending clothes matching further comprises:
acquiring target style parameters of clothing matching;
the step of determining at least one set of target clothing matching scheme according to the current environment information and the historical clothing matching selection record table comprises the following steps:
determining at least one set of target clothes matching scheme to be determined from a historical clothes matching selection record table according to the current environment information;
obtaining at least one set of recommended style parameters of the target clothing matching scheme to be determined;
judging whether the matching of the recommended style parameter and the target style parameter meets a first preset matching condition or not;
and if so, determining the target clothes matching scheme to be determined corresponding to the recommended style parameter as the target clothes matching scheme.
5. The method of recommending clothing matching of claim 4, wherein after the step of determining whether the matching of the recommended style parameter and the target style parameter satisfies a first preset matching condition, the method of recommending clothing matching further comprises:
if not, determining a first alternative target garment matching scheme according to the target style parameters;
and determining the first alternative target clothing matching scheme as a target clothing matching scheme.
6. The method of recommending clothing matching according to any of claims 1-3, wherein before the step of determining at least one target clothing matching scheme according to the current environmental information and a historical clothing matching selection record table, the method of recommending clothing matching further comprises:
acquiring scheduling information;
determining target occasion parameters from the scheduling information;
the step of determining at least one set of target clothing matching scheme according to the current environment information and the historical clothing matching selection record table comprises the following steps:
determining at least one set of target clothes matching scheme to be determined from a historical clothes matching selection record table according to the current environment information;
acquiring recommended occasion parameters of the at least one set of target clothing matching scheme to be determined;
judging whether the matching of the recommended occasion parameter and the target occasion parameter meets a second preset matching condition or not;
if yes, determining the target clothes matching scheme to be determined corresponding to the recommended occasion parameters as the target clothes matching scheme.
7. The method of recommending a clothing match of claim 6, wherein after the step of determining whether the match between the recommended occasion parameter and the target occasion parameter satisfies a second preset matching condition, the method of recommending a clothing match further comprises:
if not, determining a second alternative target garment matching scheme according to the target occasion parameters;
and determining the second alternative target garment matching scheme as a target garment matching scheme.
8. An apparatus for recommending clothing matching, the apparatus comprising:
the receiving module is used for receiving the clothing matching request message;
the acquisition module is used for acquiring the current environment information according to the clothing matching request message;
the determining module is used for determining at least one set of target clothes matching scheme according to the current environment information and the historical clothes matching selection record table; the historical clothes matching selection record table comprises at least one set of target clothes matching scheme and environment information corresponding to each set of target clothes matching scheme;
and the output module is used for outputting the at least one set of target clothing matching scheme so as to recommend clothing matching.
9. An intelligent wardrobe, comprising: a memory, a processor, and a recommended clothing matching program stored on the memory and running on the processor, the recommended clothing matching program when executed by the processor implementing the steps of the method of recommended clothing matching according to any one of claims 1-7.
10. A computer-readable storage medium, wherein the computer-readable storage medium has a recommended clothing matching program stored thereon, and the recommended clothing matching program, when executed by a processor, implements the steps of the method for recommending clothing matching according to any of claims 1-7.
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| CN202011177502.3A CN112348633A (en) | 2020-10-28 | 2020-10-28 | Clothing matching recommending method and device, intelligent wardrobe and storage medium |
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| CN202011177502.3A CN112348633A (en) | 2020-10-28 | 2020-10-28 | Clothing matching recommending method and device, intelligent wardrobe and storage medium |
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