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Terminator8758 / O2CAP

Official implementation for paper "Offline-Online Associated Camera-Aware Proxies for Unsupervised Person Re-identification".
MIT License
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Stronger backbone #1

Closed kennyvoo closed 1 year ago

kennyvoo commented 1 year ago

Hello, great work! I've tried using a stronger backbone transreid_base ICS to train the model while keeping the other parameters the same but the performance is not better than resnet50. I have attached the training logs. Can you provide some advice on this? vit_base_train_log.txt

Terminator8758 commented 1 year ago

Hi, thanks for your interest in our work. I think when training with ViT backbone implemented by TransReID, maybe you should use the original optimizer (sgd). For some references on training with ViT: https://github.com/damo-cv/TransReID-SSL/tree/main/cluster-contrast-reid https://github.com/RikoLi/WACV23-workshop-TMGF

kennyvoo commented 1 year ago

You are right! The result of the training with tansreid_base

Mean AP: 56.7%
CMC Scores:
  top-1          83.1%
  top-5          89.5%
  top-10         91.7%