Table 4 Indicators of models in identifying hard samples
From: Comparison of RetinaNet, SSD, and YOLO v3 for real-time pill identification
Algorithm | MAP (%) | FPS | Model size |
|---|---|---|---|
RetinaNet | 79.61 | 22 | 157M |
SSD | 79.03 | 41 | 149M |
YOLO v3 | 79.02 | 69 | 89M |
From: Comparison of RetinaNet, SSD, and YOLO v3 for real-time pill identification
Algorithm | MAP (%) | FPS | Model size |
|---|---|---|---|
RetinaNet | 79.61 | 22 | 157M |
SSD | 79.03 | 41 | 149M |
YOLO v3 | 79.02 | 69 | 89M |