motion_magnification_pytorch

Reproducing Learning-based Video Motion Magnification in pytorch

We write the code with reference to the original tensorflow implementation from the authors

This code is tested on python 3.5 and pytorch 0.4.1.

Data

We use the dataset opened by the authors. Please refer to the authors repository.

Train the network

python train.py [--additional option]

ex) to run training on gpu number 0

python train.py --gpu 0

reference

1. https://github.com/12dmodel/deep_motion_mag
2. Oh, Tae-Hyun, et al. "Learning-based Video Motion Magnification." arXiv preprint arXiv:1804.02684 (2018).