Using Neural Networks in Creating Apparel Designs
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United States of America Patent
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May 2, 2019
app pub date -
Oct 31, 2018
filing date -
Oct 31, 2018
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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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