71 lines
2.4 KiB
YAML
71 lines
2.4 KiB
YAML
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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