Table 1. Performance index of different models comparison table.
Methods | AP50 (%) | mAP50 (%) | |||
---|---|---|---|---|---|
Holothurian | Starfish | Jellyfish | Octopus | ||
Original image | 66.5 | 77.9 | 80.5 | 78.5 | 75.9 |
DCP | 67.9 | 78.1 | 80.3 | 79.7 | 76.2 |
CLAHE | 67.7 | 77.7 | 82.2 | 79.2 | 76.7 |
HE | 68.1 | 77.2 | 80.4 | 79.8 | 76.4 |
RGHS | 69.0 | 78.1 | 79.9 | 80.5 | 76.5 |
Improved CLAHE | 68.5 | 75.5 | 81.1 | 81.2 | 77.1 |