Non-local Neural Networks
- CVPR-2018, 2018.4.13
- Paper: Non-local Neural Networks
- GitHub: github.com/facebookres…
I3D: kinetics-i3d
- CVPR-2017, 2018.2.12
- Paper: Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset
- GitHub: github.com/deepmind/ki…
- InceptionV2 → 3-dimensional
Multi-Fiber Networks for Video Recognition
- ECCV-2018, 2018.9.18
- Paper: Multi-Fiber Networks for Video Recognition
- GitHub: github.com/cypw/PyTorc…
ECO: Efficient Convolutional Network for Online Video Understanding*
- ECCV-2018, 2018.5.7
- Paper: ECO: Efficient Convolutional Network for Online Video Understanding
- GitHub: github.com/mzolfaghari…
C3D: Learning Spatiotemporal Features with 3D Convolutional Networks
- CVPR-2015, 2014.12.2
- Paper: Learning Spatiotemporal Features with 3D Convolutional Networks
- GitHub: github.com/breadbread1... (less star)
Res3D: A Closer Look at Spatiotemporal Convolutions for Action Recognition
- CVPR-2018, 2018.4.12
- Paper: A Closer Look at Spatiotemporal Convolutions for Action Recognition
- GitHub: github.com/facebookres…
- GitHub: github.com/dutran/R2Pl…
TSN: Temporal Segment Networks for Action Recognition in Videos
- CVPR-2017, 2017.5.8
- Paper: Temporal Segment Networks for Action Recognition in Videos
- GitHub: github.com/yjxiong/tsn…
Reproduced in: https: //juejin.im/post/5d0b65fdf265da1b8811e23f