detecting
Project description
Detecting
The platform for object detection research
COCO 验证集实测结果
| Detection Model | Backbone | Input resolution | AP | AP50 | AP75 | APS | APM | APL |
|---|---|---|---|---|---|---|---|---|
| FasterRCNN | ResNet50 | 640x640 | 24.7 | 39.9 | 26.0 | 5.7 | 26.1 | 42.6 |
| FasterRCNN | ResNet50 | 1024x1024 | 27.5 | 43.8 | 29.5 | 10.8 | 32.6 | 41.5 |
| FasterRCNN | ResNet101 | 640x640 | 27.0 | 41.2 | 29.2 | 7.2 | 28.6 | 45.0 |
| FasterRCNN | ResNet101 | 1024x1024 | 32.2 | 47.4 | 35.2 | 12.1 | 35.7 | 50.4 |
| FasterRCNN | ResNet152 | 640x640 | 27.7 | 41.5 | 29.9 | 7.8 | 29.4 | 46.8 |
| FasterRCNN | ResNet152 | 1024x1024 | 32.0 | 46.7 | 35.2 | 11.4 | 35.3 | 51.6 |
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