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fyang93 / diffusion

Efficient Diffusion for Image Retrieval
MIT License
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Request for your help #8

Closed azmiara closed 5 years ago

azmiara commented 5 years ago

1) Is it a good idea to try out your project with fashion datset ? 2) Could you please give a brief on what changes are required to modify for new dataset

fyang93 commented 5 years ago

@azmiara

  1. This method works on manifolds, it should be applicable if every fashion product has multiple instances that are enough to form a manifold. In my experience, the answer to your question is Yes.
  2. For new datasets, you may need to extract features by yourself (a general recommendation is to use Deep Image Retrieval). You can then apply our method for subsequent searching.
RichardTaoK commented 5 years ago

can i know how do you get the oxford5k_resnet.mat,Thank you ~

fyang93 commented 5 years ago

can i know how do you get the oxford5k_resnet.mat,Thank you ~

Please check download in Makefile. The .mat files are downloaded from here. If you are interested in how those features are extracted, you may have to read the R-MAC paper.