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@ -131,67 +131,67 @@ python tools/deployment/test.py \ |
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### Results and Models |
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<table> |
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<table border="1" class="docutils"> |
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<tr> |
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<th>Model</th> |
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<th>Config</th> |
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<th>Metric</th> |
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<th>PyTorch</th> |
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<th>ONNX Runtime</th> |
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<th align="center">Model</th> |
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<th align="center">Config</th> |
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<th align="center">Metric</th> |
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<th align="center">PyTorch</th> |
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<th align="center">ONNX Runtime</th> |
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</tr > |
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<tr > |
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<td>FCOS</td> |
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<td>configs/fcos/fcos_r50_caffe_fpn_gn-head_4x4_1x_coco.py</td> |
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<td>Box AP</td> |
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<td>36.6</td> |
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<td>36.5</td> |
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<td align="center">FCOS</td> |
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<td align="center"><code>configs/fcos/fcos_r50_caffe_fpn_gn-head_4x4_1x_coco.py</code></td> |
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<td align="center">Box AP</td> |
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<td align="center">36.6</td> |
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<td align="center">36.5</td> |
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</tr> |
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<tr > |
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<td>FSAF</td> |
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<td>configs/fsaf/fsaf_r50_fpn_1x_coco.py</td> |
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<td>Box AP</td> |
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<td>36.0</td> |
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<td>36.0</td> |
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<td align="center">FSAF</td> |
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<td align="center"><code>configs/fsaf/fsaf_r50_fpn_1x_coco.py</code></td> |
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<td align="center">Box AP</td> |
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<td align="center">36.0</td> |
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<td align="center">36.0</td> |
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</tr> |
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<tr > |
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<td>RetinaNet</td> |
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<td>configs/retinanet/retinanet_r50_fpn_1x_coco.py</td> |
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<td>Box AP</td> |
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<td>36.5</td> |
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<td>36.4</td> |
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<td align="center">RetinaNet</td> |
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<td align="center"><code>configs/retinanet/retinanet_r50_fpn_1x_coco.py</code></td> |
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<td align="center">Box AP</td> |
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<td align="center">36.5</td> |
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<td align="center">36.4</td> |
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</tr> |
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<tr > |
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<td >SSD</td> |
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<td>configs/ssd/ssd300_coco.py</td> |
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<td>Box AP</td> |
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<td>25.6</td> |
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<td>25.6</td> |
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<td align="center" align="center" >SSD</td> |
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<td align="center" align="center"><code>configs/ssd/ssd300_coco.py</code></td> |
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<td align="center" align="center">Box AP</td> |
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<td align="center" align="center">25.6</td> |
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<td align="center" align="center">25.6</td> |
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</tr> |
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<tr > |
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<td>YOLOv3</td> |
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<td>configs/yolo/yolov3_d53_mstrain-608_273e_coco.py</td> |
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<td>Box AP</td> |
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<td>33.5</td> |
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<td>33.5</td> |
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<td align="center">YOLOv3</td> |
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<td align="center"><code>configs/yolo/yolov3_d53_mstrain-608_273e_coco.py</code></td> |
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<td align="center">Box AP</td> |
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<td align="center">33.5</td> |
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<td align="center">33.5</td> |
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</tr> |
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<tr > |
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<td>Faster R-CNN</td> |
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<td>configs/faster_rcnn/faster_rcnn_r50_fpn_1x_coco.py</td> |
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<td>Box AP</td> |
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<td>37.4</td> |
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<td>37.4</td> |
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<td align="center">Faster R-CNN</td> |
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<td align="center"><code>configs/faster_rcnn/faster_rcnn_r50_fpn_1x_coco.py</code></td> |
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<td align="center">Box AP</td> |
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<td align="center">37.4</td> |
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<td align="center">37.4</td> |
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</tr> |
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<tr > |
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<td rowspan="2">Mask R-CNN</td> |
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<td rowspan="2">configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.py</td> |
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<td>Box AP</td> |
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<td>38.2</td> |
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<td>38.1</td> |
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<td align="center" rowspan="2">Mask R-CNN</td> |
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<td align="center" rowspan="2"><code>configs/mask_rcnn/mask_rcnn_r50_fpn_1x_coco.py</code></td> |
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<td align="center">Box AP</td> |
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<td align="center">38.2</td> |
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<td align="center">38.1</td> |
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</tr> |
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<tr> |
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<td>Mask AP</td> |
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<td>34.7</td> |
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<td>33.7</td> |
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<td align="center">Mask AP</td> |
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<td align="center">34.7</td> |
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<td align="center">33.7</td> |
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</tr> |
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</table> |
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