Feature Pyramid Blocks
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 | 37 | 32.17% |
| Semantic Segmentation | 9 | 7.83% |
| Real-Time Object Detection | 7 | 6.09% |
| Instance Segmentation | 6 | 5.22% |
| 2D object detection | 4 | 3.48% |
| Autonomous Driving | 3 | 2.61% |
| Image Classification | 3 | 2.61% |
| Multi-Object Tracking | 2 | 1.74% |
| License Plate Detection | 2 | 1.74% |
Bottom-up Path Augmentation
FPN
