Study/AI
Deep Learning Library for video understanding
ZZIN33
2021. 11. 30. 15:04
Representative Library for video understanding
- facebookresearch/PyTorchVideo [github]
- open-mmlab/MMAction2 [github]
- paddlepaddle/PaddleVideo [github]
Compare Libraries
PyTorchVideo |
MMAction2 |
PaddleVideo |
|
Support
|
- Slow & SlowFast - X3D - MViT |
- Slow & SlowFast - X3D - TimeSformer - BMN - PoseC3D |
- PP-TSM - AGCN - TimesFormer - BMN - AttentianLSTM |
| Feature | - Support Accelerator for optimizing target device - Using object detector from Detectron2 |
- Support 4 video understanding tasks - Modular design |
- Support 3 video understanding tasks - Support Faster training stratege |