Does this blazer go with this shirt? AI Stylist – Hacker Noon
What trousers should i wear this shirt with? What bag goes well with this dress and these boots?This is a sort of question that would require a fashion brain. Standard way to find a vector image representation would be fine tune a pre-trained CNN (Inception Model) with fashion tags in a multi-label training environment. If we can assemble deep tags like neck types and skirt lengths etc, we can create a CNN based tag classification engine and use the fully connected last layer as the image representation.That representation can be used via transfer learning into multiple problems like similarity recommendations. The problem with such representations is that they contain only the visual cues on the image, i.e that all round neck t-shirts will be closer to each other in that vector space.This does not capture syntactic information or information based on things that co-occur.
Jul-1-2018, 14:06:22 GMT
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