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metafile.yml
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Collections:
- Name: SOLOv2
Metadata:
Training Data: COCO
Training Techniques:
- SGD with Momentum
- Weight Decay
Training Resources: 8x A100 GPUs
Architecture:
- FPN
- Convolution
- ResNet
Paper: https://arxiv.org/abs/2003.10152
README: configs/solov2/README.md
Models:
- Name: solov2_r50_fpn_1x_coco
In Collection: SOLOv2
Config: configs/solov2/solov2_r50_fpn_1x_coco.py
Metadata:
Training Memory (GB): 5.1
Epochs: 12
Results:
- Task: Instance Segmentation
Dataset: COCO
Metrics:
mask AP: 34.8
Weights: https://download.openmmlab.com/mmdetection/v2.0/solov2/solov2_r50_fpn_1x_coco/solov2_r50_fpn_1x_coco_20220512_125858-a357fa23.pth
- Name: solov2_r50_fpn_3x_coco
In Collection: SOLOv2
Config: configs/solov2/solov2_r50_fpn_3x_coco.py
Metadata:
Training Memory (GB): 5.1
Epochs: 36
Results:
- Task: Instance Segmentation
Dataset: COCO
Metrics:
mask AP: 37.5
Weights: https://download.openmmlab.com/mmdetection/v2.0/solov2/solov2_r50_fpn_3x_coco/solov2_r50_fpn_3x_coco_20220512_125856-fed092d4.pth
- Name: solov2_r101_fpn_3x_coco
In Collection: SOLOv2
Config: configs/solov2/solov2_r101_fpn_3x_coco.py
Metadata:
Training Memory (GB): 6.9
Epochs: 36
Results:
- Task: Instance Segmentation
Dataset: COCO
Metrics:
mask AP: 39.1
Weights: https://download.openmmlab.com/mmdetection/v2.0/solov2/solov2_r101_fpn_3x_coco/solov2_r101_fpn_3x_coco_20220511_095119-c559a076.pth
- Name: solov2_r101_dcn_fpn_3x_coco
In Collection: SOLOv2
Config: configs/solov2/solov2_r101_dcn_fpn_3x_coco.py
Metadata:
Training Memory (GB): 7.1
Epochs: 36
Results:
- Task: Instance Segmentation
Dataset: COCO
Metrics:
mask AP: 41.2
Weights: https://download.openmmlab.com/mmdetection/v2.0/solov2/solov2_r101_dcn_fpn_3x_coco/solov2_r101_dcn_fpn_3x_coco_20220513_214734-16c966cb.pth
- Name: solov2_x101_dcn_fpn_3x_coco
In Collection: SOLOv2
Config: configs/solov2/solov2_x101_dcn_fpn_3x_coco.py
Metadata:
Training Memory (GB): 11.3
Epochs: 36
Results:
- Task: Instance Segmentation
Dataset: COCO
Metrics:
mask AP: 42.4
Weights: https://download.openmmlab.com/mmdetection/v2.0/solov2/solov2_x101_dcn_fpn_3x_coco/solov2_x101_dcn_fpn_3x_coco_20220513_214337-aef41095.pth
- Name: solov2_light_r18_fpn_3x_coco
In Collection: SOLOv2
Config: configs/solov2/solov2_light_r18_fpn_3x_coco.py
Metadata:
Training Memory (GB): 9.1
Epochs: 36
Results:
- Task: Instance Segmentation
Dataset: COCO
Metrics:
mask AP: 29.7
Weights: https://download.openmmlab.com/mmdetection/v2.0/solov2/solov2_light_r18_fpn_3x_coco/solov2_light_r18_fpn_3x_coco_20220511_083717-75fa355b.pth
- Name: solov2_light_r34_fpn_3x_coco
In Collection: SOLOv2
Config: configs/solov2/solov2_light_r34_fpn_3x_coco.py
Metadata:
Training Memory (GB): 9.3
Epochs: 36
Results:
- Task: Instance Segmentation
Dataset: COCO
Metrics:
mask AP: 31.9
Weights: https://download.openmmlab.com/mmdetection/v2.0/solov2/solov2_light_r34_fpn_3x_coco/solov2_light_r34_fpn_3x_coco_20220511_091839-e51659d3.pth
- Name: solov2_light_r50_fpn_3x_coco
In Collection: SOLOv2
Config: configs/solov2/solov2_light_r50_fpn_3x_coco.py
Metadata:
Training Memory (GB): 9.9
Epochs: 36
Results:
- Task: Instance Segmentation
Dataset: COCO
Metrics:
mask AP: 33.7
Weights: https://download.openmmlab.com/mmdetection/v2.0/solov2/solov2_light_r50_fpn_3x_coco/solov2_light_r50_fpn_3x_coco_20220512_165256-c93a6074.pth