A Dual Refinement Mechanism for Real-World Visual Detection
We currently only support PyTorch-0.4.0 and CUDA 8.0.
./make.sh is required for DeformableConv and COCO tools during installation.
cd script ./train.sh ./train_trn.sh
cd script ./batch_eval.sh ./batch_eval_trn.sh
arXiv paper describes this project in detail.
Xingyu Chen, Junzhi Yu, Shihan Kong, Zhengxing Wu, and Li Wen, "Towards Real-Time Accurate Object Detection in Both Images and Videos Based on Dual Refinement", arXiv:1807.08638, 2018.