Feature Extractors
PAFPN
Introduced by Liu et al. in Path Aggregation Network for Instance SegmentationPAFPN is a feature pyramid module used in Path Aggregation networks (PANet) that combines FPNs with bottom-up path augmentation, which shortens the information path between lower layers and topmost feature.
Source: Path Aggregation Network for Instance Segmentation
Papers
| Paper | Code | Results | Date | Stars |
|---|
Tasks
| Task | Papers | Share |
|---|---|---|
| Object Detection | 23 | 33.82% |
| Semantic Segmentation | 7 | 10.29% |
| Real-Time Object Detection | 6 | 8.82% |
| Instance Segmentation | 4 | 5.88% |
| Image Classification | 3 | 4.41% |
| Small Object Detection | 2 | 2.94% |
| Super-Resolution | 2 | 2.94% |
| 2D Object Detection | 2 | 2.94% |
| Unity | 1 | 1.47% |
Bottom-up Path Augmentation
FPN