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willard-yuan / hashing-baseline-for-image-retrieval

:octocat:Various hashing methods for image retrieval and serves as the baselines
http://yongyuan.name/habir/
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great work #5

Closed hlzz closed 7 years ago

hlzz commented 8 years ago

This benchmark repo is magnificent. I am actually thinking of importing some robust hashing-based methods into libvot in c/c++, used for production. Do you have some suggestions? This repo is definitely a valuable reference for me 👍

willard-yuan commented 8 years ago

I'm not sure whether it's helpful for libvot since vocabulary tree is fast for image search. Adding hashing method for fast index will make libvot become complex. But if you really want to use hashing method for fast search index, I think LSH and ITQ are good choices.

hlzz commented 8 years ago

@willard-yuan great. libvot don't need to focus only on vocabulary tree method. I'd like it to be a general toolbox for image retrieval. :) We can do hashing methods as a separate module of course. LSH would be good. Thanks for the suggestion!