Deep3D
Real-Time end-to-end 2D-to-3D Video Conversion, based on deep learning.
Inspired by piiswrong/deep3d, we rebuild the network on pytorch and optimize it in time domain and faster inference speed. So, try it and enjoy your own 3D movies.
Left is input video and right is output video with parallax.
More examples: - wood-1080p - Journey to the West (86)
Inference speed
| Plan | 360p (FPS) | 720p (FPS) | 1080p (FPS) | 4k (FPS) |
|---|---|---|---|---|
| GPU (2080ti) | 84 | 87 | 77 | 26 |
| CPU (Xeon Platinum 8260) | 27.7 | 14.1 | 7.2 | 2.0 |
Run Deep3D
Prerequisites
- Linux, Mac OS, Windows
- Python 3.7+
- ffmpeg 3.4.6+
- Pytorch 1.7.1
- CPU or NVIDIA GPU
Get Pre-Trained Models
You can download pre_trained models from:
[Google Drive] [百度云,提取码xxo0 ]
Note:
- 360p can get the best result.
- The published models are not inference optimized.
- Models are still under training, 1080p and 4k models will be uploaded in the future.
Acknowledgements
This code borrows heavily from [deep3d] [DeepMosaics]