总览

• 模型权重文件数量: 154

• 配置文件数量: 117

• 论文数量: 20

  • ALGORITHM: 16

  • BACKBONE: 1

  • DATASET: 2

  • OTHERS: 1

有关受支持的数据集，可参见 数据集总览。

时空动作检测模型

• 模型权重文件数量: 15

• 配置文件数量: 15

• 论文数量: 4

  • [ALGORITHM] Long-Term Feature Banks for Detailed Video Understanding (⇨)

  • [ALGORITHM] Omni-Sourced Webly-Supervised Learning for Video Recognition (⇨)

  • [ALGORITHM] Slowfast Networks for Video Recognition (⇨)

  • [DATASET] Ava: A Video Dataset of Spatio-Temporally Localized Atomic Visual Actions (⇨)

时序动作检测模型

• 模型权重文件数量: 7

• 配置文件数量: 3

• 论文数量: 4

  • [ALGORITHM] Bmn: Boundary-Matching Network for Temporal Action Proposal Generation (⇨)

  • [ALGORITHM] Bsn: Boundary Sensitive Network for Temporal Action Proposal Generation (⇨)

  • [ALGORITHM] Temporal Action Detection With Structured Segment Networks (⇨)

  • [DATASET] Cuhk & Ethz & Siat Submission to Activitynet Challenge 2017 (⇨)

动作识别模型

• 模型权重文件数量: 132

• 配置文件数量: 99

• 论文数量: 14

  • [ALGORITHM] A Closer Look at Spatiotemporal Convolutions for Action Recognition (⇨)

  • [ALGORITHM] Learning Spatiotemporal Features With 3d Convolutional Networks (⇨)

  • [ALGORITHM] Omni-Sourced Webly-Supervised Learning for Video Recognition (⇨)

  • [ALGORITHM] Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset (⇨)

  • [ALGORITHM] Slowfast Networks for Video Recognition (⇨ ⇨)

  • [ALGORITHM] Tam: Temporal Adaptive Module for Video Recognition (⇨)

  • [ALGORITHM] Temporal Interlacing Network (⇨)

  • [ALGORITHM] Temporal Relational Reasoning in Videos (⇨)

  • [ALGORITHM] Temporal Segment Networks: Towards Good Practices for Deep Action Recognition (⇨)

  • [ALGORITHM] Tsm: Temporal Shift Module for Efficient Video Understanding (⇨)

  • [ALGORITHM] Video Classification With Channel-Separated Convolutional Networks (⇨)

  • [ALGORITHM] X3d: Expanding Architectures for Efficient Video Recognition (⇨)

  • [BACKBONE] Non-Local Neural Networks (⇨ ⇨)

  • [OTHERS] Large-Scale Weakly-Supervised Pre-Training for Video Action Recognition (⇨)