ContourRend: A Segmentation Method for Improving Contours by Rendering (paper)
- The contour generator is based on Tian's model (paper)
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Process refers to Curve-GCN's dataloader
configs/config.json
data_root: annotation files (train, train_val, val)
python train_extend.py- latest pretrained model (download)
| Model | Bicycle | Bus | Person | Train | Truck | Motorcycle | Car | Rider | mIoU |
|---|---|---|---|---|---|---|---|---|---|
| Polygon-GCN + DiffAcc | 66.55 | 85.01 | 72.94 | 60.99 | 79.78 | 63.87 | 81.09 | 71.00 | 72.66 |
| ContourRend | 66.23 | 80.94 | 74.32 | 63.04 | 79.92 | 65.04 | 81.26 | 72.70 | 72.93 |
python test_extend.py --gpus 0,1,2,3 --ckpt weight/latest.pth