Table 5. Duck detection augmentation validation data RetinaNet result by class.

Backbone	Scheduler	Augmentation	Duck	Slap	Dead
Resnet50-FPN	1x	None	32.513	38.990	31.737
Resnet50-FPN	3x	None	32.061	37.264	32.426
Resnet50-FPN	1x	Part	37.408	41.936	32.953
Resnet50-FPN	3x	Part	37.499	41.278	33.244
Resnet50-FPN	1x	All	62.786	76.781	73.386
Resnet50-FPN	3x	All	64.474	76.871	71.007

FPN, Feature Pyramid Network.