Software and lasers are used in finishing apparel to produce a desired wear pattern or other design. A technique includes using machine learning to create or extract a laser input file for wear pattern from an existing garment. Machine learning can be by a generative adversarial network, having generative and discriminative neural nets. The generative adversarial network is trained and then used to create a model. This model is used generate the laser input file from an image of the existing garment with the finishing pattern. With this laser input file, a laser can re-create the wear pattern from the existing garment onto a new garment.

Software and lasers are used in finishing apparel to produce a desired wear pattern or other design. A technique includes using machine learning to create or extract a laser input file for wear pattern from an existing garment. Machine learning can be by a generative adversarial network, having generative and discriminative neural nets. The generative adversarial network is trained and then used to create a model. This model is used generate the laser input file from an image of the existing garment with the finishing pattern. With this laser input file, a laser can re-create the wear pattern from the existing garment onto a new garment.

An article of clothing with magnets. The article of clothing with magnets is at least one material configured to receive a body part of a user, as well as at least one magnet disposed on the material. In various embodiments, the at least one magnet can be comprised of magnetic discs or magnetic strips. The article of clothing can cover the entire body, or various parts of an individual's body. In another embodiment, the at least one magnet is disposed on the inner layer such that it is in contact with a wearer's skin. In various embodiments, the at least one magnet is disposed at a plurality of meridian lines, a plurality of pressure points, a plurality of muscle groupings, a plurality of acupuncture points, or combinations thereof.

An article of clothing with magnets. The article of clothing with magnets is at least one material configured to receive a body part of a user, as well as at least one magnet disposed on the material. In various embodiments, the at least one magnet can be comprised of magnetic discs or magnetic strips. The article of clothing can cover the entire body, or various parts of an individual's body. In another embodiment, the at least one magnet is disposed on the inner layer such that it is in contact with a wearer's skin. In various embodiments, the at least one magnet is disposed at a plurality of meridian lines, a plurality of pressure points, a plurality of muscle groupings, a plurality of acupuncture points, or combinations thereof.

The technology described herein generally relates to a garment that is insulating yet light weight, which may provide protection from the elements without weighing down the wearer. The garment in accordance with the technology described herein comprises a layer of thermally insulating sheet material having one or more voided portions in place of conventional down or other synthetic thermally insulating materials. The one or more voided portions allow the thermal insulation to be light weight and adequately protective in cooler/cold weather, without adding motion hindering bulk to the garment.

Described herein are apparatuses and methods for dyeing garments. An exemplary apparatus comprises a dye injection system configured to dispense concentrated liquid dye; a dyeing machine comprising a dyeing chamber configured for dyeing at least one garment in a dyebath; and a controller in communication with the dye injection system and the dyeing machine, wherein the controller is configured: to receive at least one garment parameter corresponding to the at least one garment; based at least in part on the at least one received garment parameter, cause the dye injection system to dispense a volume of concentrated liquid dye containing an amount of dyestuff that can be substantially absorbed by the at least one garment; and cause the dyeing machine to execute a dye cycle such that substantially all of the dyestuff in the dispensed concentrated liquid dye is absorbed by the at least one garment within the dyeing chamber.

Embodiments provide adhesives for apparel products. The apparel product includes a major component and a minor component. The major component forms a base portion of the apparel product and is configured to be supported and worn at least partially over a portion of a wearer. The minor component of the apparel product forms a secondary portion and is configured to be coupled to the major component. An adhesive is disposed at least partially between a portion of the major component and a portion of the minor component. The adhesive includes a material having a thioester bond.

Embodiments provide adhesives for apparel products. The apparel product includes a major component and a minor component. The major component forms a base portion of the apparel product and is configured to be supported and worn at least partially over a portion of a wearer. The minor component of the apparel product forms a secondary portion and is configured to be coupled to the major component. An adhesive is disposed at least partially between a portion of the major component and a portion of the minor component. The adhesive includes a material having a thioester bond.

A garment includes a bandroll for a waistband of the garment, the bandroll having an absorption layer and a wicking layer. The wicking layer controls stretch properties of the absorption layer. The waistband comprises a second material and wherein a shrinkage of a material substrate of the bandroll substantially matches a shrinkage of the second material. The bandroll provides memory to the waistband. The garments may be pants, shorts, overalls, skirts, dresses, jumpers, and one-piece suits, and may be a uniform.

A garment includes a bandroll for a waistband of the garment, the bandroll having an absorption layer and a wicking layer. The wicking layer controls stretch properties of the absorption layer. The waistband comprises a second material and wherein a shrinkage of a material substrate of the bandroll substantially matches a shrinkage of the second material. The bandroll provides memory to the waistband. The garments may be pants, shorts, overalls, skirts, dresses, jumpers, and one-piece suits, and may be a uniform.