DualDet implementation using PyTorch

Install

• pip install mmcv-full
• pip install mmdet

Train

• bash ./main.sh ./nets/exp01.py $ --train for training, $ is number of GPUs

Test

• bash ./main.sh ./nets/exp01.py $ --test for testing, $ is number of GPUs

Results

Detector	Backbone	Neck	LR Schedule	Box mAP	Config	Download
Faster R-CNN	Swin-T	FPN	1x	42.86	exp01	model
DualDet	Swin-T	FPN	1x	47.06	exp02	model
Faster R-CNN	Swin-T	FPN	3x	45.31	exp03	model
DualDet	Swin-T	FPN	3x	49.09	exp04	model

Reference

• https://github.com/ultralytics/yolov5
• https://github.com/open-mmlab/mmdetection