Disclosed are methods and systems for generating a customized garment design. The method, when executed by a processor, comprises first receiving user data, generating at least one user signal, identifying a preferred garment category by analyzing the user data, retrieving related third-party data and public data, and retrieving features for the identified garment category from a database. For features associated with cuts and fabrics, preferred cut values and preferred fabric values are identified based on previously received data, and corresponding value scores computed. For other features, preferred feature values are identified, and corresponding value scores computed. One or more feature sets are generated by selecting a preferred value for each feature, where an associated feature set score is computed based on the value scores and one or more score adjustments. A customized garment design is generated by selecting a feature set with a high feature set score.

The technology disclosed relates to methods usable for determining measurements for custom clothing manufacture, including receiving a raw image of a clothing article and a scale reference, and applying perspective correction to adjust the raw image to produce an adjusted image. The method also includes determining a scale reference from the adjusted image, for use with a line measurement tool; and receiving user inputs that positions ends of the line measurement tool on measurement reference positions on the adjusted image of the clothing article. The method further includes generating multiple clothing article distances between the measurement reference positions on the adjusted image of the clothing article using the line measurement tool; and storing at least three clothing article distances for use in producing a custom clothing article with a fit based on the favorite clothing article in the raw image.

The technology disclosed relates to methods usable for determining measurements for custom clothing manufacture, including receiving a raw image of a clothing article and a scale reference, and applying perspective correction to adjust the raw image to produce an adjusted image. The method also includes determining a scale reference from the adjusted image, for use with a line measurement tool; and receiving user inputs that positions ends of the line measurement tool on measurement reference positions on the adjusted image of the clothing article. The method further includes generating multiple clothing article distances between the measurement reference positions on the adjusted image of the clothing article using the line measurement tool; and storing at least three clothing article distances for use in producing a custom clothing article with a fit based on the favorite clothing article in the raw image.

A scheme associates dimensions of a garment with the height and weight of a wearer. The garments are classified according to a sizing scale based upon the scheme. Garments, such as shirts, manufactured in the various sizes of the sizing scale represent a line of clothing having dimensions associated with body characteristics of weight and height of the wearer. The scheme is based upon measurements of subjects divided into narrow ranges according to body type, and the sizing and dimensional tolerances of the garments are determined so as to provide a complementary fit to the wearer.

A scheme associates dimensions of a garment with the height and weight of a wearer. The garments are classified according to a sizing scale based upon the scheme. Garments, such as shirts, manufactured in the various sizes of the sizing scale represent a line of clothing having dimensions associated with body characteristics of weight and height of the wearer. The scheme is based upon measurements of subjects divided into narrow ranges according to body type, and the sizing and dimensional tolerances of the garments are determined so as to provide a complementary fit to the wearer.

Systems, apparatuses and methods incorporate biometric testing and standards, textile standards, processor specifications and conductive fabric specifications to provide a way to efficiently design and produce technology embedded garments and/or apparel. The systems, apparatuses and methods may provide a design visualizer to retrieve specifications for conductive materials, decorative materials, sensors, design patterns and physiological models to design and produce technology embedded garments and/or apparel to monitor one or more biosignals. Using the design visualizer, the design patterns may be edited and/or refined to position the sensors to increase (e.g. maximize) performance of the sensors and/or accuracy of the sensors measurements and biosignals measurements, and reduce (e.g., minimize) the number of sensors. Additionally, the design visualizer may provide a visual heat map and overlay of positions and zones that identify recommended positions to locate the sensors based on one or more physiological models.

Disclosed are methods and systems for generating a customized garment design. The method, when executed by a processor, comprises first receiving user data, generating at least one user signal, identifying a preferred garment category by analyzing the user data, retrieving related third-party data and public data, and retrieving features for the identified garment category from a database. For features associated with cuts and fabrics, preferred cut values and preferred fabric values are identified based on previously received data, and corresponding value scores computed. For other features, preferred feature values are identified, and corresponding value scores computed. One or more feature sets are generated by selecting a preferred value for each feature, where an associated feature set score is computed based on the value scores and one or more score adjustments. A customized garment design is generated by selecting a feature set with a high feature set score.

Demonstrating a piece of real clothing to a customer to facilitate a trying-on and purchasing process includes: obtaining a set of data, representing the customer's body configuration, determining from the set of data a first standardized size for a piece of clothing that is a close match to the customer's body configuration, putting a first piece of real clothing with the first standardized size on a real mannequin with measurements corresponding to the set of data representing the customer's body configuration, obtaining a first image or set of images showing the first piece of clothing on the real mannequin; and presenting to the customer the first image or set of images showing the first piece of real clothing.

A method for manufacturing a garment includes creating a database of various body types, the database including variances within a selected body type. After the body type variance is selected the garment is prepared including a pant, skirt, t-shirt or the like. In creating a jean a cup is provided within the buttocks of the wearer to enable the fullness of the buttocks to reside therewithin. The database may be used to prepare it is possible articles of manufactures such as seating which is contoured to the body of the driver.

A method for manufacturing a garment includes creating a database of various body types, the database including variances within a selected body type. After the body type variance is selected the garment is prepared including a pant, skirt, t-shirt or the like. In creating a jean a cup is provided within the buttocks of the wearer to enable the fullness of the buttocks to reside therewithin. The database may be used to prepare it is possible articles of manufactures such as seating which is contoured to the body of the driver.