git clone https://github.com/wenyyu/Image-Adaptive-YOLO.git  
cd Image-Adaptive-YOLO  
# Require python3 and tensorflow
pip install -r ./docs/requirements.txt

# put checkpoint model in the corresponding directory 
# change the data and model paths in core/config.py
python evaluate.py 

python train.py # we trained our model from scratch.  
python evaluate.py   
cd mAP & python main.py 

@inproceedings{liu2022imageadaptive,
  title={Image-Adaptive YOLO for Object Detection in Adverse Weather Conditions},
  author={Liu, Wenyu and Ren, Gaofeng and Yu, Runsheng and Guo, Shi and Zhu, Jianke and Zhang, Lei},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
  year={2022}
}