Progressive Domain Adaptation for Object Detection
DA_detection
Progressive Domain Adaptation for Object Detection
Implementation of our paper Progressive Domain Adaptation for Object Detection, based on pytorch-faster-rcnn and PyTorch-CycleGAN.
Paper
Progressive Domain Adaptation for Object Detection
Han-Kai Hsu, Chun-Han Yao, Yi-Hsuan Tsai, Wei-Chih Hung, Hung-Yu Tseng, Maneesh Singh and Ming-Hsuan Yang
IEEE Winter Conference on Applications of Computer Vision (WACV), 2020.
Please cite our paper if you find it useful for your research.
@inproceedings{hsu2020progressivedet,
author = {Han-Kai Hsu and Chun-Han Yao and Yi-Hsuan Tsai and Wei-Chih Hung and Hung-Yu Tseng and Maneesh Singh and Ming-Hsuan Yang},
booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
title = {Progressive Domain Adaptation for Object Detection},
year = {2020}
}
Dependencies
This code is tested with Pytorch 0.4.1