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David Feaster
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Surgical-Bleeding-AMAGI
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[6d389a]: / configs / localization / ssn / metafile.yml

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Collections:

- Name: SSN

  README: configs/localization/ssn/README.md

  Paper:

    URL: https://arxiv.org/abs/1704.06228

    Title: Temporal Action Detection with Structured Segment Networks

Models:

- Config: configs/localization/ssn/ssn_r50_450e_thumos14_rgb_train.py

  In Collection: SSN

  Metadata:

    Architecture: ResNet50

    Pretrained: ImageNet

    Training Data: THUMOS 14

    Training Resources: 8 GPUs

  Name: ssn_r50_450e_thumos14_rgb

  Results:

  - Dataset: THUMOS 14

    Metrics:

      mAP@0.3: 29.37

      mAP@0.4: 22.15

      mAP@0.5: 15.69

    Task: Temporal Action Localization

  Training Json Log: https://download.openmmlab.com/mmaction/localization/ssn/ssn_r50_450e_thumos14_rgb/20201005_144656.log.json

  Training Log: https://download.openmmlab.com/mmaction/localization/ssn/ssn_r50_450e_thumos14_rgb/20201005_144656.log

  Weights: https://download.openmmlab.com/mmaction/localization/ssn/ssn_r50_450e_thumos14_rgb/ssn_r50_450e_thumos14_rgb_20201012-1920ab16.pth

  reference mAP@0.3: '[27.61](https://github.com/open-mmlab/mmaction/tree/c7e3b7c11fb94131be9b48a8e3d510589addc3ce#Get%20started)'

  reference mAP@0.4: '[21.28](https://github.com/open-mmlab/mmaction/tree/c7e3b7c11fb94131be9b48a8e3d510589addc3ce#Get%20started)'

  reference mAP@0.5: '[14.57](https://github.com/open-mmlab/mmaction/tree/c7e3b7c11fb94131be9b48a8e3d510589addc3ce#Get%20started)'

  reference ckpt: '[ckpt](https://download.openmmlab.com/mmaction/localization/ssn/mmaction_reference/ssn_r50_450e_thumos14_rgb_ref/ssn_r50_450e_thumos14_rgb_ref_20201014-b6f48f68.pth)'

  reference json: '[json](https://download.openmmlab.com/mmaction/localization/ssn/mmaction_reference/ssn_r50_450e_thumos14_rgb_ref/20201008_103258.log.json)'