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.