configs/textdet/fcenet/metafile.yml

Collections:
- Name: FCENet
  Metadata:
    Training Data: SCUT-CTW1500
    Training Techniques:
      - SGD with Momentum
    Training Resources: 1x NVIDIA A100-SXM4-80GB
    Architecture:
      - ResNet50 with DCNv2
      - FPN
      - FCEHead
  Paper:
    URL: https://arxiv.org/abs/2002.02709.pdf
    Title: 'FourierNet: Compact mask representation for instance segmentation using differentiable shape decoders'
  README: configs/textdet/fcenet/README.md

Models:
  - Name: fcenet_resnet50-dcnv2_fpn_1500e_ctw1500
    Alias: FCE_CTW_DCNv2
    In Collection: FCENet
    Config: configs/textdet/fcenet/fcenet_resnet50-dcnv2_fpn_1500e_ctw1500.py
    Metadata:
      Training Data: CTW1500
    Results:
      - Task: Text Detection
        Dataset: CTW1500
        Metrics:
          hmean-iou: 0.8488
    Weights: https://download.openmmlab.com/mmocr/textdet/fcenet/fcenet_resnet50-dcnv2_fpn_1500e_ctw1500/fcenet_resnet50-dcnv2_fpn_1500e_ctw1500_20220825_221510-4d705392.pth

  - Name: fcenet_resnet50-oclip_fpn_1500e_ctw1500
    In Collection: FCENet
    Config: configs/textdet/fcenet/fcenet_resnet50-oclip_fpn_1500e_ctw1500.py
    Metadata:
      Training Data: CTW1500
    Results:
      - Task: Text Detection
        Dataset: CTW1500
        Metrics:
          hmean-iou: 0.8192
    Weights: https://download.openmmlab.com/mmocr/textdet/fcenet/fcenet_resnet50-oclip_fpn_1500e_ctw1500/fcenet_resnet50-oclip_fpn_1500e_ctw1500_20221102_121909-101df7e6.pth

  - Name: fcenet_resnet50_fpn_1500e_icdar2015
    Alias: FCE_IC15
    In Collection: FCENet
    Config: configs/textdet/fcenet/fcenet_resnet50_fpn_1500e_icdar2015.py
    Metadata:
      Training Data: ICDAR2015
    Results:
      - Task: Text Detection
        Dataset: ICDAR2015
        Metrics:
          hmean-iou: 0.8528
    Weights: https://download.openmmlab.com/mmocr/textdet/fcenet/fcenet_resnet50_fpn_1500e_icdar2015/fcenet_resnet50_fpn_1500e_icdar2015_20220826_140941-167d9042.pth

  - Name: fcenet_resnet50-oclip_fpn_1500e_icdar2015
    Alias: FCENet
    In Collection: FCENet
    Config: configs/textdet/fcenet/fcenet_resnet50-oclip_fpn_1500e_icdar2015.py
    Metadata:
      Training Data: ICDAR2015
    Results:
      - Task: Text Detection
        Dataset: ICDAR2015
        Metrics:
          hmean-iou: 0.8604
    Weights: https://download.openmmlab.com/mmocr/textdet/fcenet/fcenet_resnet50-oclip_fpn_1500e_icdar2015/fcenet_resnet50-oclip_fpn_1500e_icdar2015_20221101_150145-5a6fc412.pth

  - Name: fcenet_resnet50_fpn_1500e_totaltext
    In Collection: FCENet
    Config: configs/textdet/fcenet/fcenet_resnet50_fpn_1500e_totaltext.py
    Metadata:
      Training Data: Totaltext
    Results:
      - Task: Text Detection
        Dataset: Totaltext
        Metrics:
          hmean-iou: 0.8134
    Weights: https://download.openmmlab.com/mmocr/textdet/fcenet/fcenet_resnet50_fpn_1500e_totaltext/fcenet_resnet50_fpn_1500e_totaltext-91bd37af.pth