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Collections:
- Name: ACRN
  README: configs/detection/acrn/README.md
  Paper:
    URL: https://arxiv.org/abs/1807.10982
    Title: Actor-Centric Relation Network
Models:
- Config: configs/detection/acrn/slowfast_acrn_kinetics_pretrained_r50_8x8x1_cosine_10e_ava_rgb.py
  In Collection: ACRN
  Metadata:
    Architecture: ResNet50
    Batch Size: 6
    Epochs: 10
    Input: 32x2
    Modality: RGB
    Parameters: 92232057
    Pretrained: Kinetics-400
    Training Data: AVA v2.1
    Training Resources: 8 GPUs
  Name: slowfast_acrn_kinetics_pretrained_r50_8x8x1_cosine_10e_ava_rgb
  Results:
  - Dataset: AVA v2.1
    Metrics:
      mAP: 27.1
    Task: Spatial Temporal Action Detection
  Training Json Log: https://download.openmmlab.com/mmaction/detection/acrn/slowfast_acrn_kinetics_pretrained_r50_8x8x1_cosine_10e_ava_rgb/slowfast_acrn_kinetics_pretrained_r50_8x8x1_cosine_10e_ava_rgb.json
  Training Log: https://download.openmmlab.com/mmaction/detection/acrn/slowfast_acrn_kinetics_pretrained_r50_8x8x1_cosine_10e_ava_rgb/slowfast_acrn_kinetics_pretrained_r50_8x8x1_cosine_10e_ava_rgb.log
  Weights: https://download.openmmlab.com/mmaction/detection/acrn/slowfast_acrn_kinetics_pretrained_r50_8x8x1_cosine_10e_ava_rgb/slowfast_acrn_kinetics_pretrained_r50_8x8x1_cosine_10e_ava_rgb-49b07bf2.pth
- Config: configs/detection/acrn/slowfast_acrn_kinetics_pretrained_r50_8x8x1_cosine_10e_ava22_rgb.py
  In Collection: ACRN
  Metadata:
    Architecture: ResNet50
    Batch Size: 6
    Epochs: 10
    Input: 32x2
    Modality: RGB
    Parameters: 92232057
    Pretrained: Kinetics-400
    Training Data: AVA v2.2
    Training Resources: 8 GPUs
  Name: slowfast_acrn_kinetics_pretrained_r50_8x8x1_cosine_10e_ava22_rgb
  Results:
  - Dataset: AVA v2.2
    Metrics:
      mAP: 27.8
    Task: Spatial Temporal Action Detection
  Training Json Log: https://download.openmmlab.com/mmaction/detection/acrn/slowfast_acrn_kinetics_pretrained_r50_8x8x1_cosine_10e_ava22_rgb/slowfast_acrn_kinetics_pretrained_r50_8x8x1_cosine_10e_ava22_rgb.json
  Training Log: https://download.openmmlab.com/mmaction/detection/acrn/slowfast_acrn_kinetics_pretrained_r50_8x8x1_cosine_10e_ava22_rgb/slowfast_acrn_kinetics_pretrained_r50_8x8x1_cosine_10e_ava22_rgb.log
  Weights: https://download.openmmlab.com/mmaction/detection/acrn/slowfast_acrn_kinetics_pretrained_r50_8x8x1_cosine_10e_ava22_rgb/slowfast_acrn_kinetics_pretrained_r50_8x8x1_cosine_10e_ava22_rgb-2be32625.pth