metafile.yml
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Collections:
- Name: PanopticFPN
Metadata:
Training Data: COCO
Training Techniques:
- SGD with Momentum
- Weight Decay
Training Resources: 8x V100 GPUs
Architecture:
- PanopticFPN
Paper:
URL: https://arxiv.org/pdf/1901.02446
Title: 'Panoptic feature pyramid networks'
README: configs/panoptic_fpn/README.md
Code:
URL: https://github.com/open-mmlab/mmdetection/blob/v2.16.0/mmdet/models/detectors/panoptic_fpn.py#L7
Version: v2.16.0
Models:
- Name: panoptic_fpn_r50_fpn_1x_coco
In Collection: PanopticFPN
Config: configs/panoptic_fpn/panoptic_fpn_r50_fpn_1x_coco.py
Metadata:
Training Memory (GB): 4.6
Epochs: 12
Results:
- Task: Panoptic Segmentation
Dataset: COCO
Metrics:
PQ: 40.2
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
- Name: panoptic_fpn_r50_fpn_mstrain_3x_coco
In Collection: PanopticFPN
Config: configs/panoptic_fpn/panoptic_fpn_r50_fpn_mstrain_3x_coco.py
Metadata:
Training Memory (GB): 4.6
Epochs: 36
Results:
- Task: Panoptic Segmentation
Dataset: COCO
Metrics:
PQ: 42.5
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
- Name: panoptic_fpn_r101_fpn_1x_coco
In Collection: PanopticFPN
Config: configs/panoptic_fpn/panoptic_fpn_r101_fpn_1x_coco.py
Metadata:
Training Memory (GB): 6.5
Epochs: 12
Results:
- Task: Panoptic Segmentation
Dataset: COCO
Metrics:
PQ: 42.2
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
- Name: panoptic_fpn_r101_fpn_mstrain_3x_coco
In Collection: PanopticFPN
Config: configs/panoptic_fpn/panoptic_fpn_r101_fpn_mstrain_3x_coco.py
Metadata:
Training Memory (GB): 6.5
Epochs: 36
Results:
- Task: Panoptic Segmentation
Dataset: COCO
Metrics:
PQ: 44.1
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