configs/recognition/r2plus1d/metafile.yml

Collections:
  - Name: R2Plus1D
    README: configs/recognition/r2plus1d/README.md
    Paper:
      URL: https://arxiv.org/abs/1711.11248
      Title: 'A Closer Look at Spatiotemporal Convolutions for Action Recognition'

Models:
  - Name: r2plus1d_r34_8xb8-8x8x1-180e_kinetics400-rgb
    Config: configs/recognition/r2plus1d/r2plus1d_r34_8xb8-8x8x1-180e_kinetics400-rgb.py
    In Collection: R2Plus1D
    Metadata:
      Architecture: ResNet34
      Batch Size: 8
      Epochs: 180
      FLOPs: 53.1G
      Parameters: 63.8M
      Pretrained: None
      Resolution: 224x224
      Training Data: Kinetics-400
      Training Resources: 8 GPUs
    Modality: RGB
    Results:
    - Dataset: Kinetics-400
      Task: Action Recognition
      Metrics:
        Top 1 Accuracy: 69.76
        Top 5 Accuracy: 88.41
    Training Log: https://download.openmmlab.com/mmaction/v1.0/recognition/r2plus1d/r2plus1d_r34_8xb8-8x8x1-180e_kinetics400-rgb/r2plus1d_r34_8xb8-8x8x1-180e_kinetics400-rgb.log
    Weights: https://download.openmmlab.com/mmaction/v1.0/recognition/r2plus1d/r2plus1d_r34_8xb8-8x8x1-180e_kinetics400-rgb/r2plus1d_r34_8xb8-8x8x1-180e_kinetics400-rgb_20220812-47cfe041.pth

  - Name: r2plus1d_r34_8xb8-32x2x1-180e_kinetics400-rgb
    Config: configs/recognition/r2plus1d/r2plus1d_r34_8xb8-32x2x1-180e_kinetics400-rgb.py
    In Collection: R2Plus1D
    Metadata:
      Architecture: ResNet34
      Batch Size: 8
      Epochs: 180
      FLOPs: 213G
      Parameters: 63.8M
      Pretrained: None
      Resolution: 224x224
      Training Data: Kinetics-400
      Training Resources: 8 GPUs
    Modality: RGB
    Results:
    - Dataset: Kinetics-400
      Task: Action Recognition
      Metrics:
        Top 1 Accuracy: 75.46
        Top 5 Accuracy: 92.28
    Training Log: https://download.openmmlab.com/mmaction/v1.0/recognition/r2plus1d/r2plus1d_r34_8xb8-32x2x1-180e_kinetics400-rgb/r2plus1d_r34_8xb8-32x2x1-180e_kinetics400-rgb.log
    Weights: https://download.openmmlab.com/mmaction/v1.0/recognition/r2plus1d/r2plus1d_r34_8xb8-32x2x1-180e_kinetics400-rgb/r2plus1d_r34_8xb8-32x2x1-180e_kinetics400-rgb_20220812-4270588c.pth