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LatentMan : Generating Consistent Animated Characters using Image Diffusion Models

CVPRW 2024

method

Environment

This code was tested on Python 3.8 with Cuda 12.1 and PyTorch 2.3.

  • To setup up the environemnt, simply create a Conda environemnt by running:
conda env create -f environment.yml

  • Follow the instructions for parts 2,3 in MDM's README.md to download the required files for Motion-Diffusion-Model code located in external/MDM.

  • You can download some examples of generated motions to workspace by running:

gdown "1IdaCPpRWrmRX5AVXXUXymwFVHXt2CNnW&confirm=t"
unzip workspace.zip

Getting Started

Please refer to getting_started.ipynb.

Acknowledgements

Parts of this code base are adapted from MDM, Detectron2, and MvDeCor.

Citation

If you use this code or parts of it, please cite our paper: