HALO

HALO: Hamiltonian latent operators for content and motion disentanglement in image sequences.

This repo provides the official implementation of HALO

Setup Conda Environment

conda env create -f environment.yaml
conda activate HALO

Training Setup

python train.py --config configs/sprites.yaml

Testing

python test.py --config configs/sprites.yaml

Code update in progress (the full pipeline will be updated soon)

Cite us

@article{khan2021hamiltonian,
  title={Hamiltonian latent operators for content and motion disentanglement in image sequences},
  author={Khan, Asif and Storkey, Amos},
  journal={arXiv preprint arXiv:2112.01641},
  year={2021}
}