Table 2. Duck detection RetinaNet result

Backbone Scheduler Augmentation AP AP50 AP75
Resnet50-FPN 1x None 73.969 97.035 87.633
Resnet50-FPN 3x None 74.630 97.046 88.686
Resnet50-FPN 1x Part 79.599 98.060 91.569
Resnet50-FPN 3x Part 79.797 98.023 91.569
Resnet50-FPN 1x All 66.286 97.788 81.559
Resnet50-FPN 3x All 67.101 97.711 84.954
AP, average precision; FPN, Feature Pyramid Network.