Image size | Backbone | Mask loss | Epoch | mAP |
---|---|---|---|---|
512 × 512 | resnet50 | 1.0 | 8 | 0.616 |
512 × 512 | resnet50 | 1.0 | 12 | 0.673 |
1,024 × 1,024 | resnet50 | 1.0 | 8 | 0.837 |
1,024 × 1,024 | resnet50 | 1.0 | 12 | 0.609 |
1,024 × 1,024 | resnet50 | 2.0 | 7 | 0.777 |
1,024 × 1,024 | resnet50 | 2.0 | 12 | 0.836 |