CN117617618A - Method for remotely measuring and customizing clothing size and application of clothing sample clothing - Google Patents
Method for remotely measuring and customizing clothing size and application of clothing sample clothing Download PDFInfo
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Abstract
The application discloses a method for remotely measuring custom-made garment size and application of a garment sample garment, relates to the technical field of garment manufacturing, and comprises a garment sample garment, wherein the garment sample garment comprises a sample garment body and an adjusting mechanism arranged on the sample garment body, the adjusting mechanism is used for adjusting at least one size of the sample garment body so that the sample garment body reaches the expected size of a customer, and the method further comprises the following steps: selecting at least one garment sample for a customer, mailing the garment sample to the customer, receiving the garment sample by the customer and trying on the garment sample; after a customer tries on the clothing sample, the clothing sample reaches the expected size of the customer by adjusting an adjusting mechanism on the clothing sample body; and obtaining the final size of the custom-made garment according to the size of the garment sample and the adjustment amount of the adjustment mechanism. By adopting the method, the cost can be reduced, and the remote measurement error can be reduced.
Description
Technical Field
The application relates to the technical field of clothing manufacturing, in particular to a method for remotely measuring and customizing clothing size and application of clothing.
Background
Along with the improvement of living standard, the requirements of people on clothes are also higher, and in daily life, the clothes customization is also popular. In the clothes customizing service, firstly, the sizes of clothes, such as the three-circumference (chest circumference, waistline and hip circumference), the length of the clothes and the like, are accurately measured, and the accuracy of clothes measurement is one of the most important links affecting the customizing satisfaction. Because of the lack of reliable remote measurement technology, garment customization remains dominated by off-line services, and the process of electronic commercialization of custom-made garments is very slow.
The existing remote measurement technology has two types, one is shooting by a camera and combining image analysis, and the other is sending a set of tights and a set of 3D scanners (such as infrared scanners) to clients for measurement. The former is because the photo is two-dimensional information, lacks depth value, this way the error is very big; the latter can only measure the net three-dimensional of the customer body, the adding and putting amount of clothes can not be determined, and the cost of damage or loss in the middle of a 3D scanner with reliable precision is high.
Disclosure of Invention
The purpose of the application is to provide a method for remotely measuring and customizing the clothing size and application of clothing sample clothing, which can reduce cost, reduce measurement errors and determine the adding and putting amount of clothing.
The application provides a method of remote measurement customization clothing size, including clothing appearance clothing, clothing appearance clothing includes appearance clothing body and sets up adjustment mechanism on the appearance clothing body, adjustment mechanism is used for adjusting at least one kind of size of appearance clothing body, so that appearance clothing body reaches customer's desired size, still includes: selecting at least one garment sample for the customer and mailing the garment sample to the customer; after a customer tries on the clothing sample, the clothing sample reaches the expected size of the customer by adjusting an adjusting mechanism on the clothing sample body; and obtaining the final size of the custom-made garment according to the size of the garment sample and the adjustment amount of the adjustment mechanism.
Optionally, the adjusting mechanism comprises at least one of a circumference adjusting device and a length adjusting device; the circumference adjusting device includes: the circumference adjusting piece is used for adjusting at least one circumference size of the sample garment body; the length adjustment device includes: the length adjusting piece is used for adjusting at least one length dimension of the sample clothes body.
Optionally, the adjusting mechanism of the garment-like garment includes at least one of an adjusting hook, an adjusting buckle, and a telescopic strap; the adjusting hooks, the adjusting buckles and the telescopic belts are all used for adjusting the circumference of the sample garment.
Optionally, the adjusting buckle comprises at least one group of fasteners, and the adjusting buckle is arranged at the circumference of the clothing-like garment to adjust the circumference of the clothing-like garment.
Optionally, the adjusting hook comprises a set of hooks with different sizes and/or a set of hooks with adjustable sizes, and the adjusting hook is arranged at the circumference of the sample garment to adjust the circumference of the sample garment.
Optionally, the telescopic band includes at least one set of scalable bandage that has the scale mark, the telescopic band sets up in the degree department of enclosing of adjusting the appearance clothing to adjust the degree of enclosing of appearance clothing.
Optionally, the step of selecting at least one garment sample for the customer includes: establishing a statistical model or a deep learning model, wherein the statistical model or the deep learning model is client information x= (x) 1 ，x 2 ，x 3 ...) w maps to sample garment size y= (y) 1 ，y 2 ，y 3 ...) T Model y=f (x); obtaining the sample garment size through a statistical model or a deep learning model according to at least one item of user information of a user; matching at least one garment sample according to claim 1 for said user in a sample library according to said sample size.
Optionally, the deep learning model is y=f (x; W, b), and the architecture of the deep learning model is designed to:
a first layer: h is a (1) ＝g (1) (W (1)T x+b (1) )；
A second layer: h is a (2) ＝g (2) (W (2)T h (1) +b (2) )；
…
Layer m: h is a (m) ＝g (m) (W (m)T h (m-1) +b (m) ；
Output layer: y=w (out)T h (m) +b out ；
Wherein W and b are model parameters, m is the number of hidden unit layers, and g is an activation function.
The cost function is:
wherein the method comprises the steps ofRepresenting the expected value>Representative training sample is composed of->Generating;
parameters W and b are the optimal solutions calculated by minimizing the cost function.
Optionally, the total number of the sample clothes in the sample clothes library is N total The length of the garment is L i Chest circumference X j Waistline is Y k The hip circumference is Z l An optimal number N of garment-like garments; n=round (Φ) ij (Y k ，Z l )*N total )；
φ ij (Y k ，Z l ) Combination { L for long chest circumference of garment i ，X j Lower waistline Y k The hip circumference is Z l Probability phi of (2) ij (Y k ，Z l )。
The application also provides an application of the clothing sample clothes, which is characterized in that the clothing sample clothes is used for measuring at least one size of custom-made clothing, the clothing sample clothes comprises a sample clothes body and an adjusting mechanism arranged on the sample clothes body, and the adjusting mechanism is used for adjusting the at least one size of the sample clothes body so that the size of the sample clothes body meets the customer expectations.
In the prior art, custom-made garments generally require going offline through the body, sample garment making, fitting measurements to determine the size of the custom-made garment; if the remote measurement method is adopted, on the one hand, the requirement on measurement equipment is higher, on the other hand, the measurement data cannot be adjusted according to the requirements and preferences of customers, and the remote measurement is not carried out by adopting an off-line measurement similar measurement method, and is mainly limited by two technical difficulties, namely, under the condition of no tailor, the user cannot quickly adjust the size of the sample garment, and on the other hand, under the condition of not depending on high-precision measurement equipment, the precision of remotely manufacturing the sample garment is lower, so that a plurality of sample garments can be required to be manufactured for one time, and the cost cannot be controlled.
The beneficial effects of this application include:
the application provides a method for remotely measuring and customizing clothing size and application thereof, wherein an adjusting mechanism is arranged on a clothing body, a customer tries on clothing and adjusts the adjusting mechanism so that the clothing body reaches the expected size of the customer. And because the adjustment range of the adjustment mechanism has a certain limit, if the sample clothes sent to the user and the user have large size difference, the user cannot adjust the sample clothes to the desired size even if the adjustment mechanism is arranged. Therefore, the garment is matched for the user through the artificial intelligent deep learning model and the statistical method, so that the fit degree of the garment is improved, and the whole remote measurement scheme has practical value commercially. The adjusting piece used in the remote measurement process needs to ensure that the customer can conveniently and self-help finish the operation, so that the adjusting piece has practical value in commerce. Thus, each of the adjustment devices provided to the customer by the above-described method ensures ease of use, convenience and reliability. By adopting the method, the cost can be reduced, the measurement error is reduced, and the problems in the prior art are solved.
Drawings
For a clearer description of the technical solutions of the present application, the drawings that are needed in the embodiments will be briefly described below, it being understood that the following drawings only illustrate some embodiments of the present application and should therefore not be considered limiting in scope, and that other related drawings can be obtained from these drawings without the inventive effort for a person skilled in the art.
FIG. 1 is a schematic diagram of a top construction of a garment-like garment of the present application;
FIG. 2 is a schematic diagram of the pants construction of the garment-like garment of the present application;
fig. 3 is a schematic structural view of the adjusting hook of the present application.
Icon: 10-adjusting buckles; 20-a telescopic belt; 30-adjusting hooks.
The realization, functional characteristics and advantages of the present application will be further described with reference to the embodiments, referring to the attached drawings.
Detailed Description
The following description of the embodiments of the present invention will be made clearly and fully with reference to the accompanying drawings, in which it is evident that the embodiments described are only some, but not all, of the embodiments of the present invention. All other embodiments, which can be made by one of ordinary skill in the art based on the embodiments herein without making any inventive effort, are intended to be within the scope of the present application.
It should be noted that all directional indicators (such as up, down, left, right, front, and rear … …) in the embodiments of the present application are merely used to explain the relative positional relationship, movement, etc. between the components in a specific posture (as shown in the drawings), and if the specific posture is changed, the directional indicator is changed accordingly.
In the present application, unless explicitly specified and limited otherwise, the terms "coupled," "secured," and the like are to be construed broadly, and for example, "secured" may be either permanently attached or removably attached, or integrally formed; can be mechanically or electrically connected; either directly or indirectly, through intermediaries, or both, may be in communication with each other or in interaction with each other, unless expressly defined otherwise. The specific meaning of the above terms in the present invention can be understood by those of ordinary skill in the art according to the specific circumstances.
In addition, if there is a description of "first", "second", etc. in the embodiments of the present application, the description of "first", "second", etc. is for descriptive purposes only and is not to be construed as indicating or implying a relative importance or implicitly indicating the number of technical features indicated. Thus, a feature defining "a first" or "a second" may explicitly or implicitly include at least one such feature. In addition, the meaning of "and/or" as it appears throughout includes three parallel schemes, for example "A and/or B", including the A scheme, or the B scheme, or the scheme where A and B are satisfied simultaneously. In addition, the technical solutions of the embodiments may be combined with each other, but it is necessary to base that the technical solutions can be realized by those skilled in the art, and when the technical solutions are contradictory or cannot be realized, the combination of the technical solutions should be regarded as not exist and not within the protection scope of the present application.
The existing remote measurement technology has two types, one is shooting by a camera and combining image analysis, and the other is sending a set of tights and a set of 3D scanners (such as infrared scanners) to clients for measurement. The former is because the photo is two-dimensional information, lacks depth value, this way the error is very big; the latter can only measure the net three-dimensional of the customer body, the adding and putting amount of clothes can not be determined, and the cost of damage or loss in the middle of a 3D scanner with reliable precision is high.
Example 1
The application provides a method of remote measurement customization clothing size, including clothing appearance clothing, clothing appearance clothing includes appearance clothing body and sets up adjustment mechanism on the appearance clothing body, adjustment mechanism is used for adjusting at least one kind of size of appearance clothing body, so that appearance clothing body reaches customer's desired size, still includes: selecting at least one garment sample for a customer, mailing the garment sample to the customer, and receiving the garment sample by the customer and trying on the garment sample; after a customer tries on the clothing sample, the clothing sample reaches the expected size of the customer by adjusting an adjusting mechanism on the clothing sample body; and obtaining the final size of the custom-made garment according to the size of the garment sample and the adjustment amount of the adjustment mechanism.
In particular, in the process of customizing a garment, measurement of the customer's tri-girth, i.e., the chest, waist and hip girth of the human body, is a very important step. According to the information of the height, the weight and the like of the customer, at least one set of clothing sample clothing matched with the body and the body is selected for the customer, the clothing sample clothing selected and matched is mailed to the customer, the customer tries to wear the clothing sample clothing after receiving the clothing sample clothing, the adjusting mechanism on the clothing sample clothing is adjusted according to the wearing habit and the preference of the customer, the clothing sample clothing reaches the expected size of the customer, and the final size of the customer custom-made clothing is obtained according to the size of the clothing sample clothing and the adjustment amount of the adjusting mechanism.
The method for obtaining the adjustment amount of the client adjustment mechanism by the background is various, and may be that the client shoots and sends the adjustment amount to the background, or that the adjustment mechanism itself sends the adjustment amount to the background, and so on, and therefore, the embodiment of the present application is not particularly limited.
According to the method for remotely measuring the custom-made garment size, the adjusting mechanism is arranged on the garment body, the garment sample is selected to be matched for the customer according to the body type data of the customer, the garment sample is mailed to the customer, the customer tries on the garment sample after receiving the garment sample, the adjusting mechanism is adjusted, the garment body reaches the expected size of the customer, the background obtains the adjustment amount of the customer adjusting mechanism, and the final size of the custom-made garment is obtained according to the adjustment amount and the size of the garment sample tried on by the customer. By adopting the arrangement mode, the cost can be reduced, the measurement error can be reduced, and the adding and releasing quantity of clothes can be determined.
In an embodiment of the present application, the adjusting mechanism includes at least one of a circumference adjusting device and a length adjusting device; the circumference adjusting device includes: the circumference adjusting piece is used for adjusting at least one circumference size of the sample garment body; the length adjustment device includes: the length adjusting piece is used for adjusting at least one length dimension of the sample clothes body.
Specifically, the adjusting mechanism of the clothing-like garment comprises a circumference adjusting device, the circumference adjusting device comprises a circumference adjusting piece, and when a customer tries on the clothing-like garment, one of the chest circumference, waistline, hip circumference, thigh circumference, knee circumference or foot opening circumference of the clothing-like garment is adjusted by adjusting the circumference adjusting piece, so that the clothing-like garment can reach the expected size of the customer. The adjusting mechanism of the clothing-like garment further comprises a length adjusting device, the length adjusting device comprises a length adjusting piece, and when a customer wears the clothing-like garment, one of the length, the sleeve length or the trousers length of the clothing-like garment is adjusted by adjusting the length adjusting piece, so that the clothing-like garment can reach the expected size of the customer.
Example 2
Referring to fig. 1 to 3, in the embodiment of the present application, the adjusting mechanism of the garment-like garment includes at least one of an adjusting hook 30, an adjusting buckle 10 and a telescopic strap 20; the adjusting hooks 30, the adjusting buckles 10 and the telescopic belts 20 are used for adjusting the circumference of the sample garment.
Specifically, the adjusting mechanism of the clothing-like garment comprises an adjusting hook 30, wherein the adjusting hook 30 is hung on a button and a button hole to adjust the circumference of the clothing-like garment, and the adjusting hook 30 can be a different-surface hook, so that one end of the adjusting hook 30 is conveniently hung on the button of the clothing-like garment, and the other end of the adjusting hook is hung on the button hole of the clothing-like garment. The hook holes can be arranged on the suit sample clothes, the circumference of the suit sample clothes can be adjusted by adjusting the hooks 30 to be hung on the hook holes, and when a customer tries on the suit sample clothes, the customer can adjust various sizes of the suit sample clothes by adjusting the hooks so as to fit the suit sample clothes; the adjusting mechanism of the clothing sample garment further comprises adjusting buckles 10, wherein a plurality of groups of adjusting buckles 10 are arranged at the positions of the clothing sample garment, which are required to be adjusted, the adjusting buckles 10 are buckled to adjust the circumference of the clothing sample garment, and when a customer tries to wear the clothing sample garment, the corresponding adjusting buckles 10 are buckled or the corresponding adjusting buckles 10 are opened to adjust the various sizes of the clothing sample garment, so that the clothing sample garment can reach the expected size of the customer; the adjusting mechanism of the clothing sample garment further comprises a telescopic belt 20, the telescopic belt 20 is arranged at the position of the clothing sample garment, the size of each circumference of the clothing sample garment is adjusted through the telescopic belt 20, and when a customer tries on the clothing sample garment, the telescopic belt 20 is adjusted to adjust various sizes of the clothing sample garment, so that the clothing sample garment can reach the expected size of the customer.
In this embodiment, the adjusting hook 30 includes a set of hooks of different sizes and/or a set of hooks of adjustable sizes, and the hooks are disposed at the circumference of the sample garment to adjust the circumference of the sample garment.
Specifically, the adjusting hooks 30 on the garment sample garment can be set to a group of hooks with different sizes, and when the size of the garment sample garment is adjusted, the garment sample garment can reach the size desired to be set by using the hooks with different sizes so as to achieve the visual effect of the garment sample garment desired by a customer; the adjusting hooks 30 on the clothing sample can also be set as a group of hooks with adjustable sizes, and the clothing sample can be adjusted to the size desired to be set by the customer by adjusting the sizes of the hooks so as to achieve the visual effect of the clothing sample expected by the customer, and the hooks are arranged at the periphery of the clothing sample so as to achieve multi-direction adjustment of the clothing sample.
In this embodiment, the hook is preferably a hook and a connecting portion connected to each other, the hook being disposed at both ends of the hook, and the connecting portion being used to connect the hooks at both ends.
In this embodiment, the adjusting buckle 10 includes at least one set of fasteners, and the adjusting buckle 10 is disposed at a position for adjusting the circumference of the garment-like garment, so as to adjust the circumference of the garment-like garment.
Specifically, when the customer adjusts the size of the clothing sample, the customer reduces the circumference of the clothing sample by buckling the fasteners at the corresponding positions when the clothing sample is loose, so as to fit the body of the customer; when the clothing sample is relatively close to the body of the customer, the fasteners at the corresponding positions are opened, so that the circumference of the clothing sample is increased, and the clothing sample is suitable for the body of the customer; when the length of the garment-like garment, the sleeve length or the trousers length is too long, the fastener at the corresponding position is buckled to reduce the length of the garment-like garment, the sleeve length or the trousers length so as to be suitable for the body of a customer; when the length of the garment-like garment, the sleeve length or the trousers length is too short, the fasteners at the corresponding positions are opened to increase the length of the garment-like garment, the sleeve length or the trousers length so as to be suitable for the body of a customer.
In this embodiment, the fastener is preferably a snap fastener, which is easy to be fastened and unfastened. The fastener may be in various forms, and is not particularly limited, and may be flexibly arranged according to practical requirements, for example, a snap fastener, a hanging fastener, a button, a zipper, or the like.
In this embodiment, the telescopic band 20 includes at least one set of telescopic bandages with scale marks, and the telescopic band 20 is arranged at the circumference of the sample garment to be adjusted, so as to adjust the circumference of the sample garment.
Specifically, when the customer adjusts the size of the suit, the suit is reduced in circumference by contracting the stretchable bands 20 at the corresponding positions to fit the customer's body when the suit is loose. When the garment is relatively close to the body of the customer, the circumference of the garment is increased by extending the stretchable bands 20 at the corresponding positions so as to fit the body of the customer.
Specifically, the telescopic belts 20 can be arranged at two sides of the waist of trousers, and the circumference of the waist of trousers can be adjusted by adjusting the telescopic belts 20 at corresponding positions.
It should be noted that the specific structure of the telescopic belt 20 may be flexibly set according to actual requirements, and is not limited herein.
Example 3
In the embodiment of the application, the total number of the clothing pieces is N total The length of the garment is L i Chest circumference X j Waistline is Y k The hip circumference is Z l An optimal number N of garment-like garments;
N＝round(φ ij (Y k ，Z l )*N total )；
φ ij (Y k ，Z l ) Combination { L for long chest circumference of garment i ，X j Lower waistline Y k The hip circumference is Z l Probability phi of (2) ij (Y k ，z l )。
Specifically, the coat length is first discretized into sequencesDiscretizing the chest circumference into sequencesThe discrete interval is smaller than the adjustment range of the circumference buckle and the circumference hook, and then the combination { L of the long chest circumference of each garment in the crowd is counted i ，X j ) Lower waistline is Y k The hip circumference is Z l Probability phi of (2) ij (Y k ，Z l ) As shown in table 1.
TABLE 1
| L 1 | L 2 | L i | L m | |
| X 1 | φ 11 (Y k ，Z l ) | φ 21 (Y k ，Z l ) | φ i1 (Y k ，Z l ) | φ m1 (Y k ，Z l ) |
| X 2 | φ 12 (Y k ，Z l ) | φ 22 (Y k ，Z l ) | φ i2 (Y k ，Z l ) | φ m2 (Y k ，Z l ) |
| X j | φ 1j (Y k ，Z l ) | φ 2j (Y k ，Z l ) | φ ij (Y k ，Z l ) | φ mj (Y k ，Z l ) |
| X n | φ 1n (Y k ，Z l ) | φ 2n (Y k ，Z l ) | φ in (Y k ，Z l )) | φ mn (Y k ，Z l ) |
Finally according to phi ij (Y k ，Z l ) Is determined to be L i Chest circumference X j Waistline is Y k The hip circumference is Z l An optimal number N of sample coats.
Example 4
In this embodiment, the step of selecting for the customer to match at least one garment-like garment comprises: establishing a statistical model or a deep learning model, wherein the statistical model or the deep learning model is client information x= (x) 1 ，x 2 ，x 3 ...) T Mapping to sample garment size y= (y) 1 ，y 2 ，y 3 ...) T Model y=f (x); obtaining the sample garment size through a statistical model or a deep learning model according to at least one item of user information of a user; matching at least one garment sample according to claim 1 for said user in a sample library according to said sample size.
In particular, by acquiring data related to the body of the user, e.g. height, weight, yearAge, body shape, etc., through statistical or deep learning models, the user's body data x= (x) 1 ，x 2 ，x 3 ...) T Mapping to garment-like garment size y= (y) 1 ，y 2 ，y 3 ...) T The data model y=f (x), the size of the garment sample is obtained, and at least one garment sample of the foregoing embodiments is obtained in a garment sample library according to the size of the garment sample and provided to the user.
Further, in the embodiment of the present application, the deep learning model is y=d (x; W, b), and the architecture of the deep learning model is designed as follows:
a first layer: h is a (1) ＝g (1) (W (1)T x+b (1) ；
A second layer: h is a (2) ＝g (2) (W (2)T h (1) +b (2) )；
…
Layer m: h is a (m) ＝g (m) (W (m)T h (m-1) +b (m) ；
Output layer: y=w (out)T h (m) +b out ；
Wherein W and b are model parameters, m is the number of hidden unit layers, and g is an activation function.
The cost function is:
wherein the method comprises the steps ofRepresenting the expected value>Representative training sample is composed of->Generating;
parameters W and b are the optimal solutions calculated by minimizing the cost function.
Example 5
In this embodiment, on the basis of embodiment 4, the calculation process for providing the jacket is:
the chest circumference, waistline and hip circumference of the sample garment are respectively { y } 1 ，y 2 ，y 3 The chest, waist and hip dimensions of the final custom-made garment are represented byRepresentation, then:
wherein t is 1l ，t 1r Representing the closed length of the left and right thoracic adjustment means; t is t 2l 、t 2r Represents the closed length of the left and right lumbar adjustments; t is t 3l 、t 3r Represents the closed length of the left and right hip adjustment means; s is the size of the adjustment hook 30 and 0 when the girth hook is not in use.
Further, the calculation process of the trousers comprises the following steps:
waist, hip, crosspiece, middle and foot opening dimensions of the garment are { y }, respectively 1 ，y 2 ，y 3 ，y 4 ，y 5 The "girth" indicates the waist, hip, crosspiece, mid-range, and foot opening dimensions of the final custom-made garment, respectivelyRepresentation, then:
wherein t is 1l 、t 1r Represents the closed length of the left and right lumbar adjustments; t is t 2l 、t 2r Represents the closed length of the left and right hip adjustment means; t is t 3l 、t 3r Representing the closed length of the left and right adjustment means at the rungs；t 4l 、t 4r Represents the closing length of the left and right adjusting devices at the middle gear; t is t 5l 、t 5r Represents the closed length of the left and right adjusting devices at the foot opening; r is the scale value of the telescopic band 20, and the telescopic band 20 is used for waistline of the world trousers.
Example 6
The application provides an application of clothing appearance clothing, is used for measuring at least one size of customer's customization clothing with clothing appearance clothing, clothing appearance clothing includes appearance clothing body and sets up adjustment mechanism on the appearance clothing body, adjustment mechanism is used for adjusting at least one size of appearance clothing body, so that the size of appearance clothing body more accords with customer's expectations.
In particular, in the process of customizing a garment, measurement of the customer's three girth, which is the chest, waist and hip girth of the human body, is a very important step. The customer tries on the clothing sample clothes, and according to the body type and the wearing preference, the adjusting mechanism on the clothing sample body is adjusted, so that the size of the clothing sample body is more in line with the expected size of the customer, and any size for customizing the clothing is measured. It should be noted that there are many kinds of sizes of garment-like garments, and the garment-like garments are provided to customers with the corresponding sizes according to different body types of customers, and the customers make specific size adjustments by adjusting the adjusting mechanism on the garment-like body.
Example 7
Referring to fig. 1 to 3, in the embodiment of the present application, the adjusting mechanism of the garment-like garment includes at least one of an adjusting hook 30, an adjusting buckle 10 and a telescopic strap 20; the adjusting hooks 30, the adjusting buckles 10 and the telescopic belts 20 are used for adjusting the circumference of the sample garment.
Specifically, the adjusting mechanism of the clothing-like garment comprises an adjusting hook 30, wherein the adjusting hook 30 is hung on a button and a button hole to adjust the circumference of the clothing-like garment, and the adjusting hook 30 can be a different-surface hook, so that one end of the adjusting hook 30 is conveniently hung on the button of the clothing-like garment, and the other end of the adjusting hook is hung on the button hole of the clothing-like garment. The hook holes can be arranged on the suit sample clothes, the circumference of the suit sample clothes can be adjusted by adjusting the hooks 30 to be hung on the hook holes, and when a customer tries on the suit sample clothes, the customer can adjust various sizes of the suit sample clothes by adjusting the hooks so as to fit the suit sample clothes; the adjusting mechanism of the clothing sample garment further comprises adjusting buckles 10, wherein a plurality of groups of adjusting buckles 10 are arranged at the positions of the clothing sample garment, which are required to be adjusted, the adjusting buckles 10 are buckled to adjust the circumference of the clothing sample garment, and when a customer tries to wear the clothing sample garment, the corresponding adjusting buckles 10 are buckled or the corresponding adjusting buckles 10 are opened to adjust the various sizes of the clothing sample garment, so that the clothing sample garment can reach the expected size of the customer; the adjusting mechanism of the clothing sample garment further comprises a telescopic belt 20, the telescopic belt 20 is arranged at the position of the clothing sample garment, the size of each circumference of the clothing sample garment is adjusted through the telescopic belt 20, and when a customer tries on the clothing sample garment, the telescopic belt 20 is adjusted to adjust various sizes of the clothing sample garment, so that the clothing sample garment can reach the expected size of the customer.
In this embodiment, the adjusting hook 30 includes a set of hooks of different sizes and/or a set of hooks of adjustable sizes, and the hooks are disposed at the circumference of the sample garment to adjust the circumference of the sample garment.
Specifically, the adjusting hooks 30 on the garment sample garment can be set to a group of hooks with different sizes, and when the size of the garment sample garment is adjusted, the garment sample garment can reach the size desired to be set by using the hooks with different sizes so as to achieve the visual effect of the garment sample garment desired by a customer; the adjusting hooks 30 on the clothing sample can also be set as a group of hooks with adjustable sizes, and the clothing sample can be adjusted to the size desired to be set by the customer by adjusting the sizes of the hooks so as to achieve the visual effect of the clothing sample expected by the customer, and the hooks are arranged at the periphery of the clothing sample so as to achieve multi-direction adjustment of the clothing sample.
In this embodiment, the hook is preferably a hook and a connecting portion connected to each other, the hook being disposed at both ends of the hook, and the connecting portion being used to connect the hooks at both ends.
In this embodiment, the adjusting buckle 10 includes at least one set of fasteners, and the adjusting buckle 10 is disposed at a position for adjusting the circumference of the garment-like garment, so as to adjust the circumference of the garment-like garment.
Specifically, when the customer adjusts the size of the clothing sample, the customer reduces the circumference of the clothing sample by buckling the fasteners at the corresponding positions when the clothing sample is loose, so as to fit the body of the customer; when the clothing sample is relatively close to the body of the customer, the fasteners at the corresponding positions are opened, so that the circumference of the clothing sample is increased, and the clothing sample is suitable for the body of the customer; when the length of the garment-like garment, the sleeve length or the trousers length is too long, the fastener at the corresponding position is buckled to reduce the length of the garment-like garment, the sleeve length or the trousers length so as to be suitable for the body of a customer; when the length of the garment-like garment, the sleeve length or the trousers length is too short, the fasteners at the corresponding positions are opened to increase the length of the garment-like garment, the sleeve length or the trousers length so as to be suitable for the body of a customer.
In this embodiment, the fastener is preferably a snap fastener, which is easy to be fastened and unfastened. It should be noted that the fastener may be in various forms, and is not limited herein, and may be flexibly set according to actual needs, for example, a button or the like may be used.
In this embodiment, the telescopic band 20 includes at least one set of telescopic bandages with scale marks, and the telescopic band 20 is arranged at the circumference of the sample garment to be adjusted, so as to adjust the circumference of the sample garment.
Specifically, when the customer adjusts the size of the suit, the suit is reduced in circumference by contracting the stretchable bands 20 at the corresponding positions to fit the customer's body when the suit is loose. When the garment is relatively close to the body of the customer, the circumference of the garment is increased by extending the stretchable bands 20 at the corresponding positions so as to fit the body of the customer.
It should be noted that the specific structure of the telescopic belt 20 may be flexibly set according to actual requirements, and is not limited herein.
The foregoing is merely a preferred embodiment of the present disclosure and it should be noted that modifications and adaptations to those skilled in the art may be made without departing from the principles of the present disclosure and are intended to be comprehended within the scope of the present disclosure.
Claims (10)
1. A method of remotely measuring custom-made garment dimensions, comprising a garment sample garment comprising a sample garment body and an adjustment mechanism disposed on the sample garment body for adjusting at least one dimension of the sample garment body to achieve a customer's desired dimension, further comprising:
selecting at least one garment sample for the customer and mailing the garment sample to the customer;
after a customer tries on the clothing sample, the clothing sample reaches the expected size of the customer by adjusting an adjusting mechanism on the clothing sample body;
and obtaining the final size of the custom-made garment according to the size of the garment sample and the adjustment amount of the adjustment mechanism.
2. The method of remotely measuring custom-made garment dimensions according to claim 1, wherein the adjustment mechanism comprises at least one of a girth adjustment device and a length adjustment device;
the circumference adjusting device includes: the circumference adjusting piece is used for adjusting at least one circumference size of the sample garment body;
the length adjustment device includes: the length adjusting piece is used for adjusting at least one length dimension of the sample clothes body.
3. The method of remotely measuring custom-made garment dimensions according to claim 1, wherein said adjustment mechanism of said garment-like garment comprises at least one of an adjustment hook, an adjustment buckle, and a telescoping strap;
the adjusting hooks, the adjusting buckles and the telescopic belts are all used for adjusting the circumference of the sample garment.
4. A method of remotely measuring custom-made garment dimensions as in claim 3, wherein said adjustment buckle comprises at least one set of fasteners, said adjustment buckle being positioned to adjust the circumference of the garment-like garment.
5. A method of remotely measuring custom-made garment dimensions as in claim 3, wherein said adjustment hooks comprise a set of hooks of different sizes and/or a set of hooks of adjustable sizes, said adjustment hooks being positioned to adjust the circumference of the sample garment.
6. A method of remotely measuring custom-made garment dimensions as in claim 3, wherein said stretch band comprises at least one set of stretch bandages with graduation marks, said stretch band being positioned to adjust the circumference of the sample garment.
7. The method of remotely measuring custom-made garment sizes according to claim 1, wherein said step of selecting for a customer to match at least one garment-like garment comprises:
establishing a statistical model or a deep learning model, wherein the statistical model or the deep learning model is client information x= (x) 1 ，x 2 ，x 3 ...) T Mapping to sample garment size y= (y) 1 ，y 2 ，y 3 …) T Model y=f (x);
obtaining the sample garment size through a statistical model or a deep learning model according to at least one item of user information of a user;
matching at least one garment sample according to claim 1 for said user in a sample library according to said sample size.
8. The method of remotely measuring custom-made garment dimensions according to claim 7, wherein the deep learning model is y = f (x; W, b), the architecture of the deep learning model being designed to:
a first layer: h is a (1) =g (1) (W (1)T x+b (1) )；
A second layer: h is a (2) ＝g (2) (W (2)T h (1) +b (2) )；
…
Layer m: h is a (m) ＝g (m) (W (m)T h (m-1) +b (m) )；
Output layer: y=w (out)T h (m) +b out ；
Wherein W and b are model parameters, m is the number of hidden unit layers, and g is an activation function.
The cost function is:
wherein the method comprises the steps ofRepresenting the expected value>Representative training sample is composed of->Generating;
parameters W and b are the optimal solutions calculated by minimizing the cost function.
9. The method of remotely measuring custom-made garment sizes according to claim 7, wherein the total number of garments in the garment library is N total The length of the garment is L i Chest circumference X j Waistline is Y k The hip circumference is Z l An optimal number N of garment-like garments;
N＝round(φ ij (Y k ，Z l )*N total ；
φ ij (Y k ，z l ) Combination { L for long chest circumference of garment i ，X j Lower waistline Y k The hip circumference is Z l Probability phi of (2) ij (Y k ，Z l )。
10. Use of a garment-like garment for measuring at least one dimension of a custom-made garment, the garment-like garment comprising a body and an adjustment mechanism provided on the body for adjusting the at least one dimension of the body to make the body dimension more desirable for a customer.
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Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN204763467U (en) * | 2015-05-15 | 2015-11-18 | 孙坚 | Jacket and trousers |
| CN109166147A (en) * | 2018-09-10 | 2019-01-08 | 深圳码隆科技有限公司 | Garment dimension measurement method and device based on picture |
| CN110179192A (en) * | 2019-04-09 | 2019-08-30 | 广东元一科技实业有限公司 | A kind of measuring system and its measurement method of human 3d model |
| CN110584251A (en) * | 2018-06-11 | 2019-12-20 | 北京搜合体网络科技有限公司 | Body measuring method suitable for garment manufacturing and body measuring garment |
| JP2020143394A (en) * | 2019-03-06 | 2020-09-10 | 株式会社スタージス | Garment for measurement and manufacturing method of garment |
-
2023
- 2023-12-05 CN CN202311659782.5A patent/CN117617618A/en active Pending
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN204763467U (en) * | 2015-05-15 | 2015-11-18 | 孙坚 | Jacket and trousers |
| CN110584251A (en) * | 2018-06-11 | 2019-12-20 | 北京搜合体网络科技有限公司 | Body measuring method suitable for garment manufacturing and body measuring garment |
| CN109166147A (en) * | 2018-09-10 | 2019-01-08 | 深圳码隆科技有限公司 | Garment dimension measurement method and device based on picture |
| JP2020143394A (en) * | 2019-03-06 | 2020-09-10 | 株式会社スタージス | Garment for measurement and manufacturing method of garment |
| CN110179192A (en) * | 2019-04-09 | 2019-08-30 | 广东元一科技实业有限公司 | A kind of measuring system and its measurement method of human 3d model |
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