zdaiot/NAIC-Person-Re-identification

Requirements

• Pytorch 1.1.0
• Torchvision 0.3.0
• Python3.7
• pretrainedmodels

How to run

Clone Our Project

git clone https://github.com/zdaiot/NAIC-Person-Re-identification.git
cd NAIC-Person-Re-identification

Prepare Dataset

Download dataset, unzip and put them into ../Input directory.

Structure of the ../Input folder can be like:

初赛训练集
初赛A榜测试集
初赛B榜测试集
submission_example_A.json

Create soft links of datasets in the following directories:

cd dataset
mkdir NAIC_data
cd NAIC_data
ln -s ../../../Input/初赛训练集/ ./初赛训练集
ln -s ../../../Input/初赛A榜测试集/ ./初赛A榜测试集
ln -s ../../../Input/submission_example_A.json ./submission_example_A.json
ln -s ~/.cache/torch/checkpoints/resnet50-19c8e357.pth ./ 
ln -s ../../../Input/初赛B榜测试集/ ./初赛B榜测试集

Make Eval Code

pip install Cython
cd evaluate/eval_cylib
make
# if you want to test the code
cd ../..
python evaluate/eval_cylib/test_cython.py

Train baseline

python train_baseline.py

Train Cross validation

python train.py