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 | 63 | 23.86% |
| Object | 32 | 12.12% |
| Semantic Segmentation | 12 | 4.55% |
| Real-Time Object Detection | 11 | 4.17% |
| Instance Segmentation | 7 | 2.65% |
| Deep Learning | 7 | 2.65% |
| Autonomous Driving | 6 | 2.27% |
| Image Classification | 5 | 1.89% |
| 2D Object Detection | 4 | 1.52% |
Bottom-up Path Augmentation
FPN
