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. 2024 Aug 22;10:e2271. doi: 10.7717/peerj-cs.2271

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