--- a +++ b/configs/recognition/x3d/metafile.yml @@ -0,0 +1,51 @@ +Collections: +- Name: X3D + README: configs/recognition/x3d/README.md + Paper: + URL: https://arxiv.org/abs/2004.04730 + Title: "X3D: Expanding Architectures for Efficient Video Recognition" +Models: +- Config: configs/recognition/x3d/x3d_s_13x6x1_facebook_kinetics400_rgb.py + In Collection: X3D + Metadata: + Architecture: X3D_S + Batch Size: 1 + FLOPs: 2967543760 + Parameters: 3794322 + Resolution: short-side 320 + Training Data: Kinetics-400 + Modality: RGB + Name: x3d_s_13x6x1_facebook_kinetics400_rgb + Converted From: + Weights: https://dl.fbaipublicfiles.com/pyslowfast/x3d_models/x3d_s.pyth + Code: https://github.com/facebookresearch/SlowFast/ + Results: + - Dataset: Kinetics-400 + Metrics: + Top 1 Accuracy: 73.2 + Task: Action Recognition + Weights: https://download.openmmlab.com/mmaction/recognition/x3d/facebook/x3d_s_facebook_13x6x1_kinetics400_rgb_20201027-623825a0.pth + reference top1 10-view: 73.1 [[SlowFast](https://github.com/facebookresearch/SlowFast/blob/master/MODEL_ZOO.md)] + reference top1 30-view: 73.5 [[SlowFast](https://github.com/facebookresearch/SlowFast/blob/master/MODEL_ZOO.md)] +- Config: configs/recognition/x3d/x3d_m_16x5x1_facebook_kinetics400_rgb.py + In Collection: X3D + Metadata: + Architecture: X3D_M + Batch Size: 1 + FLOPs: 6490866832 + Parameters: 3794322 + Resolution: short-side 320 + Training Data: Kinetics-400 + Modality: RGB + Name: x3d_m_16x5x1_facebook_kinetics400_rgb + Converted From: + Weights: https://dl.fbaipublicfiles.com/pyslowfast/x3d_models/x3d_s.pyth + Code: https://github.com/facebookresearch/SlowFast/ + Results: + - Dataset: Kinetics-400 + Metrics: + Top 1 Accuracy: 75.6 + Task: Action Recognition + Weights: https://download.openmmlab.com/mmaction/recognition/x3d/facebook/x3d_m_facebook_16x5x1_kinetics400_rgb_20201027-3f42382a.pth + reference top1 10-view: 75.1 [[SlowFast](https://github.com/facebookresearch/SlowFast/blob/master/MODEL_ZOO.md)] + reference top1 30-view: 76.2 [[SlowFast](https://github.com/facebookresearch/SlowFast/blob/master/MODEL_ZOO.md)]