To clone the repository with submodule:

git clone https://github.com/yuminsuh/part_bilinear_reid_caffe --recurse-submodule

How to extract features

1. Run downloads.sh to download caffe model and weights to test.prototxt and model_iter_75000.caffemodel, respectively

2. Run mars_eval.py to extract features. It will produce mars_feat.mat in the directory. To run the code, you need to prepare the followings:

   • Download and build custom caffe
   • Download the MARS dataset and extract files to MARS_DATASET_ROOT. The directory should look like MARS_DATASET_ROOT/bbox_test/0000/*.jpg
   • Set paths, CAFFE_ROOT and MARS_DATASET_ROOT, in mars_eval.py

How to evaluate

1. Extract feutures or download features to mars_feat.mat
2. Run mars_eval.m to get the accuracy