Jeans with Laser Finishing Patterns Created by Neural Network
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United States of America Patent
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Issued Date -
Jun 2, 2022
app pub date -
Feb 15, 2022
filing date -
Feb 15, 2022
priority date (Note) -
Published
status (Latency Note)
Importance
Abstract
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.
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International Classification(s)
- G06N:COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL M....
- D03D:WOVEN FABRICS; METHODS OF WEAVING; LOOMS
- A41H:APPLIANCES OR METHODS FOR MAKING CLOTHES, e.g. FOR....
- D06C:FINISHING, DRESSING, TENTERING, OR STRETCHING TEXT....
- D06B:TREATING TEXTILE MATERIALS BY LIQUIDS, GASES, OR V....
- A41D:OUTERWEAR; PROTECTIVE GARMENTS; ACCESSORIES
- D06P:DYEING OR PRINTING TEXTILES; DYEING LEATHER, FURS,....
- A41B:SHIRTS; UNDERWEAR; BABY LINEN; HANDKERCHIEFS
- D06M:TREATMENT, NOT PROVIDED FOR ELSEWHERE IN CLASS D0....
- G06K:RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD ....
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