OpenMMLab Detection Toolbox and Benchmark
https://mmdetection.readthedocs.io/
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70 lines
2.4 KiB
70 lines
2.4 KiB
Collections: |
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- Name: PanopticFPN |
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Metadata: |
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Training Data: COCO |
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Training Techniques: |
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- SGD with Momentum |
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- Weight Decay |
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Training Resources: 8x V100 GPUs |
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Architecture: |
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- PanopticFPN |
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Paper: |
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URL: https://arxiv.org/pdf/1901.02446 |
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Title: 'Panoptic feature pyramid networks' |
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README: configs/panoptic_fpn/README.md |
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Code: |
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URL: https://github.com/open-mmlab/mmdetection/blob/v2.16.0/mmdet/models/detectors/panoptic_fpn.py#L7 |
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Version: v2.16.0 |
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Models: |
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- Name: panoptic_fpn_r50_fpn_1x_coco |
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In Collection: PanopticFPN |
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Config: configs/panoptic_fpn/panoptic_fpn_r50_fpn_1x_coco.py |
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Metadata: |
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Training Memory (GB): 4.6 |
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Epochs: 12 |
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Results: |
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- Task: Panoptic Segmentation |
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Dataset: COCO |
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Metrics: |
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PQ: 40.2 |
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Weights: https://download.openmmlab.com/mmdetection/v2.0/panoptic_fpn/panoptic_fpn_r50_fpn_1x_coco/panoptic_fpn_r50_fpn_1x_coco_20210821_101153-9668fd13.pth |
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- Name: panoptic_fpn_r50_fpn_mstrain_3x_coco |
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In Collection: PanopticFPN |
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Config: configs/panoptic_fpn/panoptic_fpn_r50_fpn_mstrain_3x_coco.py |
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Metadata: |
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Training Memory (GB): 4.6 |
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Epochs: 36 |
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Results: |
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- Task: Panoptic Segmentation |
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Dataset: COCO |
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Metrics: |
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PQ: 42.5 |
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Weights: https://download.openmmlab.com/mmdetection/v2.0/panoptic_fpn/panoptic_fpn_r50_fpn_mstrain_3x_coco/panoptic_fpn_r50_fpn_mstrain_3x_coco_20210824_171155-5650f98b.pth |
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- Name: panoptic_fpn_r101_fpn_1x_coco |
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In Collection: PanopticFPN |
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Config: configs/panoptic_fpn/panoptic_fpn_r101_fpn_1x_coco.py |
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Metadata: |
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Training Memory (GB): 6.5 |
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Epochs: 12 |
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Results: |
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- Task: Panoptic Segmentation |
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Dataset: COCO |
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Metrics: |
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PQ: 42.2 |
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Weights: https://download.openmmlab.com/mmdetection/v2.0/panoptic_fpn/panoptic_fpn_r101_fpn_1x_coco/panoptic_fpn_r101_fpn_1x_coco_20210820_193950-ab9157a2.pth |
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- Name: panoptic_fpn_r101_fpn_mstrain_3x_coco |
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In Collection: PanopticFPN |
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Config: configs/panoptic_fpn/panoptic_fpn_r101_fpn_mstrain_3x_coco.py |
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Metadata: |
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Training Memory (GB): 6.5 |
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Epochs: 36 |
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Results: |
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- Task: Panoptic Segmentation |
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Dataset: COCO |
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Metrics: |
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PQ: 44.1 |
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Weights: https://download.openmmlab.com/mmdetection/v2.0/panoptic_fpn/panoptic_fpn_r101_fpn_mstrain_3x_coco/panoptic_fpn_r101_fpn_mstrain_3x_coco_20210823_114712-9c99acc4.pth
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