Cascade RCNN in mmdetection
Environment
- python==3.8.10
- torch==1.10.0
- cuda==11.3
- mmcv==1.6.2
- mmcv-full==1.6.2
- mmdet==2.25.3
Finsh
- 数据增强
- Soft-NMS
- CIoULoss(pass)
- half anchor
- Label Smoothing
- ConvNext Small
- IoU thr + 0.05
- GradientCumulativeOptimizerHook
- 可变形卷积
- OHEM
- 冻结backbone