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 | 57 | 29.23% |
| Semantic Segmentation | 10 | 5.13% |
| Real-Time Object Detection | 10 | 5.13% |
| Instance Segmentation | 7 | 3.59% |
| Autonomous Driving | 6 | 3.08% |
| Image Classification | 5 | 2.56% |
| 2D Object Detection | 4 | 2.05% |
| Domain Adaptation | 3 | 1.54% |
| Traffic Sign Detection | 3 | 1.54% |
Bottom-up Path Augmentation
FPN
