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Person Re-Identification: Multi-Task Deep CNN with Triplet Loss

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Kewenjing1020/caffe-Person-ReID

 
 

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caffe-PersonReID

The code is based on Caffe for the problem of Person Re-Identification.

Some Sample Results

Following Retreival Results were obtained using features extracted from our model.

Market-1501

Query Retreived Images

*Currently, this repo contains only baseline codes, it will soon be updated with the full version containing our model.

*Base Code for Triplet loss layer taken from caffe-video_triplet.

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Person Re-Identification: Multi-Task Deep CNN with Triplet Loss

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  • C++ 65.1%
  • Jupyter Notebook 18.8%
  • Python 8.4%
  • Cuda 3.6%
  • CMake 2.4%
  • MATLAB 0.8%
  • Other 0.9%