Table 5 Training results of each category.
From: Lightweight enhanced YOLOv8n underwater object detection network for low light environments
Model | Holothurian | Echinus | Scallop | Starfish | Fish | Corals | Diver | Cuttlefish | Turtle | Jellyfish |
|---|---|---|---|---|---|---|---|---|---|---|
YOLOv8n | 0.724 | 0.845 | 0.762 | 0.833 | 0.698 | 0.707 | 0.903 | 0.915 | 0.862 | 0.712 |
PMGS-YOLOv8n | 0.818 | 0.904 | 0.819 | 0.897 | 0.765 | 0.739 | 0.939 | 0.972 | 0.996 | 0.787 |
Acuracy variation | + 0.094 | + 0.059 | + 0.057 | + 0.064 | + 0.067 | + 0.032 | + 0.036 | + 0.057 | + 0.104 | + 0.075 |
