Table 2 Detector comparison on COCO’07 datasets
Algorithm | AP50 | APS | APL | FPS |
|---|---|---|---|---|
YOLOv4608 | 65.7 | 26.7 | 53.3 | 65 |
YOLOv4416 | 62.8 | 20.4 | 56.0 | 96 |
YOLOv3608 | 57.9 | 18.3 | 41.9 | 50 |
Faster-RCNN | 42.7 | – | – | – |
Mask-RCNN | 62.3 | 22.1 | 51.2 | – |
SSD513 | 50.4 | 10.2 | 49.8 | – |
RetinaNet800 | 59.1 | 22.8 | 50.2 | – |
R-FCN | 51.9 | 10.8 | 45 | – |