mmdetection/configs/solov2/metafile.yml

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_ms-3x_coco
    In Collection: SOLOv2
    Config: configs/solov2/solov2_r50_fpn_ms-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-dcn_fpn_ms-3x_coco
    In Collection: SOLOv2
    Config: configs/solov2/solov2_r101-dcn_fpn_ms-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_ms-3x_coco
    In Collection: SOLOv2
    Config: configs/solov2/solov2_x101-dcn_fpn_ms-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_ms-3x_coco
    In Collection: SOLOv2
    Config: configs/solov2/solov2-light_r18_fpn_ms-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_r50_fpn_ms-3x_coco
    In Collection: SOLOv2
    Config: configs/solov2/solov2-light_r50_fpn_ms-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