configs/textdet/psenet/metafile.yml

Collections:
- Name: PSENet
  Metadata:
    Training Data: ICDAR2015 SCUT-CTW1500
    Training Techniques:
      - Adam
    Training Resources: 1x NVIDIA A100-SXM4-80GB
    Architecture:
      - ResNet
      - FPNF
      - PSEHead
  Paper:
    URL: https://arxiv.org/abs/1806.02559.pdf
    Title: 'Shape Robust Text Detection with Progressive Scale Expansion Network'
  README: configs/textdet/psenet/README.md

Models:
  - Name: psenet_resnet50_fpnf_600e_ctw1500
    Alias: PS_CTW
    In Collection: PSENet
    Config: configs/textdet/psenet/psenet_resnet50_fpnf_600e_ctw1500.py
    Metadata:
      Training Data: CTW1500
    Results:
      - Task: Text Detection
        Dataset: CTW1500
        Metrics:
          hmean-iou: 0.7793
    Weights: https://download.openmmlab.com/mmocr/textdet/psenet/psenet_resnet50_fpnf_600e_ctw1500/psenet_resnet50_fpnf_600e_ctw1500_20220825_221459-7f974ac8.pth

  - Name: psenet_resnet50-oclip_fpnf_600e_ctw1500
    In Collection: PSENet
    Config: configs/textdet/psenet/psenet_resnet50-oclip_fpnf_600e_ctw1500.py
    Metadata:
      Training Data: CTW1500
    Results:
      - Task: Text Detection
        Dataset: CTW1500
        Metrics:
          hmean-iou: 0.8037
    Weights: https://download.openmmlab.com/mmocr/textdet/psenet/psenet_resnet50-oclip_fpnf_600e_ctw1500/psenet_resnet50-oclip_fpnf_600e_ctw1500_20221101_140406-d431710d.pth

  - Name: psenet_resnet50_fpnf_600e_icdar2015
    Alias: PS_IC15
    In Collection: PSENet
    Config: configs/textdet/psenet/psenet_resnet50_fpnf_600e_icdar2015.py
    Metadata:
      Training Data: ICDAR2015
    Results:
      - Task: Text Detection
        Dataset: ICDAR2015
        Metrics:
          hmean-iou: 0.7998
    Weights: https://download.openmmlab.com/mmocr/textdet/psenet/psenet_resnet50_fpnf_600e_icdar2015/psenet_resnet50_fpnf_600e_icdar2015_20220825_222709-b6741ec3.pth

  - Name: psenet_resnet50-oclip_fpnf_600e_icdar2015
    Alias: PSENet
    In Collection: PSENet
    Config: configs/textdet/psenet/psenet_resnet50-oclip_fpnf_600e_icdar2015.py
    Metadata:
      Training Data: ICDAR2015
    Results:
      - Task: Text Detection
        Dataset: ICDAR2015
        Metrics:
          hmean-iou: 0.8478
    Weights: https://download.openmmlab.com/mmocr/textdet/psenet/psenet_resnet50-oclip_fpnf_600e_icdar2015/psenet_resnet50-oclip_fpnf_600e_icdar2015_20221101_131357-2bdca389.pth