Deep Motion Blind Video Stabilization

Paper-BMVC | Download the paper [here]

The Dataset can be downloaded from this link

Test scripts

Download the model checkpoints (all stages) from this link

1. Extract the model checkpoints to the root directory.
2. Place the frames for videos in folders in the following format and pass the path to the folder containing videos (split into frames) to root.

Directory Structure

root
└───videos_to_test
│   └───Video_1
|   |   │   │   xxxx.png
|   |   │   │   xxxx.png
|   |   │   └───...
│   └───Video_2
|   |   │   │   xxxx.png
|   |   │   │   xxxx.png
|   |   │   └───...
│   └───Video_3
|   |   │   │   xxxx.png
|   |   │   │   xxxx.png
|   |   │   └───...

3. Modify the test_only.py according to the stage that you would like to test. (both checkpoint name and the function name to load the models).
4. The folder for output will be generated according to the checkpoint name.

Citation

If you find this useful for your research, please cite the following paper:

@article{ali2020deep,
  title={Deep Motion Blind Video Stabilization},
  author={Ali, Muhammad Kashif and Yu, Sangjoon and Kim, Tae Hyun},
  journal={arXiv preprint arXiv:2011.09697},
  year={2020}
}