This describes a system that trains a computer program to understand and categorize objects found in images, such as clothing or accessories. The training involves teaching the program to recognize how different features like style, material, or brand relate to each other. After training, the system can build 'style profiles' and, when asked, provide items that fit those profiles, often for purchase in an online store.
Why it matters: Filed before the widespread availability of highly performant foundation models for image understanding. The specialized training of computer vision models to extract and categorize attributes, as described in the claims, is now significantly more efficient and accurate.
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