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xthan / polyvore

Code for ACM MM'17 paper "Learning Fashion Compatibility with Bidirectional LSTMs"
Apache License 2.0
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Quick question about functionality #9

Closed hector-m closed 6 years ago

hector-m commented 6 years ago

Hi, I am reading through your paper and looking at your code and I have a quick question. Would I be able to input my own set of images for an outfit for it to tell me if it matches? For example I could take pictures of my actual clothes and then input them to your program for a response. Is this feasible?

Thanks

xthan commented 6 years ago

You can extract the image features of your images and feed them into the network to check the compatibility score (see the extract_feature.sh and predict_compatibility.sh for details). However, since my model is trained on product images from Polyvore, I am not sure how it will work on real-life images. I think there is a very high probability that the domain shift is so large that the network cannot give satisfactory results.