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Collections:

- Name: BSN

  README: configs/localization/bsn/README.md

  Paper:

    URL: https://arxiv.org/abs/1806.02964

    Title: "BSN: Boundary Sensitive Network for Temporal Action Proposal Generation"

Models:

- Config:

  - configs/localization/bsn/bsn_pem_400x100_1x16_20e_activitynet_feature.py

  - configs/localization/bsn/bsn_pgm_400x100_activitynet_feature.py

  - configs/localization/bsn/bsn_tem_400x100_1x16_20e_activitynet_feature.py

  In Collection: BSN

  Metadata:

    Pretrained: None

    Training Data: ActivityNet v1.3

    Training Resources: 1 GPUs

    feature: cuhk_mean_100

  Name: bsn_400x100_1x16_20e_activitynet_feature (cuhk_mean_100)

  Results:

  - Dataset: ActivityNet v1.3

    Metrics:

      AR@100: 74.66

      AUC: 66.45

    Task: Temporal Action Localization

  Training Json Log:

  - https://download.openmmlab.com/mmaction/localization/bsn/bsn_tem_400x100_1x16_20e_activitynet_feature/bsn_tem_400x100_1x16_20e_activitynet_feature.log.json

  - https://download.openmmlab.com/mmaction/localization/bsn/bsn_pem_400x100_1x16_20e_activitynet_feature/bsn_pem_400x100_1x16_20e_activitynet_feature.log.json

  Training Log:

  - https://download.openmmlab.com/mmaction/localization/bsn/bsn_tem_400x100_1x16_20e_activitynet_feature/bsn_tem_400x100_1x16_20e_activitynet_feature.log

  - https://download.openmmlab.com/mmaction/localization/bsn/bsn_pem_400x100_1x16_20e_activitynet_feature/bsn_pem_400x100_1x16_20e_activitynet_feature.log

  Weights:

  - https://download.openmmlab.com/mmaction/localization/bsn/bsn_tem_400x100_1x16_20e_activitynet_feature/bsn_tem_400x100_1x16_20e_activitynet_feature_20200619-cd6accc3.pth

  - https://download.openmmlab.com/mmaction/localization/bsn/bsn_pem_400x100_1x16_20e_activitynet_feature/bsn_pem_400x100_1x16_20e_activitynet_feature_20210203-1c27763d.pth

- Config:

  - configs/localization/bsn/bsn_pem_400x100_1x16_20e_activitynet_feature.py

  - configs/localization/bsn/bsn_pgm_400x100_activitynet_feature.py

  - configs/localization/bsn/bsn_tem_400x100_1x16_20e_activitynet_feature.py

  In Collection: BSN

  Metadata:

    Pretrained: None

    Training Data: ActivityNet v1.3

    Training Resources: 1 GPUs

    feature: mmaction_video

  Name: bsn_400x100_1x16_20e_activitynet_feature (mmaction_video)

  Results:

  - Dataset: ActivityNet v1.3

    Metrics:

      AR@100: 74.93

      AUC: 66.74

    Task: Temporal Action Localization

  Training Json Log:

  - https://download.openmmlab.com/mmaction/localization/bsn/bsn_tem_400x100_1x16_20e_mmaction_video/bsn_tem_400x100_1x16_20e_mmaction_video_20200809.json

  - https://download.openmmlab.com/mmaction/localization/bsn/bsn_pem_400x100_1x16_20e_mmaction_video/bsn_pem_400x100_1x16_20e_mmaction_video_20200809.json

  Training Log:

  - https://download.openmmlab.com/mmaction/localization/bsn/bsn_tem_400x100_1x16_20e_mmaction_video/bsn_tem_400x100_1x16_20e_mmaction_video_20200809.log

  - https://download.openmmlab.com/mmaction/localization/bsn/bsn_pem_400x100_1x16_20e_mmaction_video/bsn_pem_400x100_1x16_20e_mmaction_video_20200809.log

  Weights:

  - https://download.openmmlab.com/mmaction/localization/bsn/bsn_tem_400x100_1x16_20e_mmaction_video/bsn_tem_400x100_1x16_20e_mmaction_video_20200809-ad6ec626.pth

  - https://download.openmmlab.com/mmaction/localization/bsn/bsn_pem_400x100_1x16_20e_mmaction_video/bsn_pem_400x100_1x16_20e_mmaction_video_20200809-aa861b26.pth

- Config:

  - configs/localization/bsn/bsn_pem_400x100_1x16_20e_activitynet_feature.py

  - configs/localization/bsn/bsn_pgm_400x100_activitynet_feature.py

  - configs/localization/bsn/bsn_tem_400x100_1x16_20e_activitynet_feature.py

  In Collection: BSN

  Metadata:

    Pretrained: None

    Training Data: ActivityNet v1.3

    Training Resources: 1 GPUs

    feature: mmaction_clip

  Name: bsn_400x100_1x16_20e_activitynet_feature (mmaction_clip)

  Results:

  - Dataset: ActivityNet v1.3

    Metrics:

      AR@100: 75.19

      AUC: 66.81

    Task: Temporal Action Localization

  Training Json Log:

  - https://download.openmmlab.com/mmaction/localization/bsn/bsn_tem_400x100_1x16_20e_mmaction_clip/bsn_tem_400x100_1x16_20e_mmaction_clip_20200809.json

  - https://download.openmmlab.com/mmaction/localization/bsn/bsn_pem_400x100_1x16_20e_mmaction_clip/bsn_pem_400x100_1x16_20e_mmaction_clip_20200809.json

  Training Log:

  - https://download.openmmlab.com/mmaction/localization/bsn/bsn_tem_400x100_1x16_20e_mmaction_clip/bsn_tem_400x100_1x16_20e_mmaction_clip_20200809.log

  - https://download.openmmlab.com/mmaction/localization/bsn/bsn_pem_400x100_1x16_20e_mmaction_clip/bsn_pem_400x100_1x16_20e_mmaction_clip_20200809.log

  Weights:

  - https://download.openmmlab.com/mmaction/localization/bsn/bsn_tem_400x100_1x16_20e_mmaction_clip/bsn_tem_400x100_1x16_20e_mmaction_clip_20200809-0a563554.pth

  - https://download.openmmlab.com/mmaction/localization/bsn/bsn_pem_400x100_1x16_20e_mmaction_clip/bsn_pem_400x100_1x16_20e_mmaction_clip_20200809-e32f61e6.pth