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. 2024 Jul 31;66(4):846–858. doi: 10.5187/jast.2023.e76

Table 3. Duck detection RetinaNet result by class.

Backbone Scheduler Augmentation Duck Slap Dead
Resnet50-FPN 1x None 62.291 76.794 82.821
Resnet50-FPN 3x None 61.985 79.549 82.357
Resnet50-FPN 1x Part 68.187 84.082 86.527
Resnet50-FPN 3x Part 68.467 85.362 85.563
Resnet50-FPN 1x All 58.852 72.208 67.797
Resnet50-FPN 3x All 59.518 72.910 68.876

AP, average precision; FPN, Feature Pyramid Network.