Consistency²: Consistent and Fast 3D Painting with Latent Consistency Models

This repository complements our CVPR 2024 AI for 3D Generation Workshop Paper titled "Consistency²: Consistent and Fast 3D Painting with Latent Consistency Models" by Tianfu Wang, Anton Obukhov. and Konrad Schindler,

Installation

This codebase uses conda + pip for environment setup

Clone the repository. Inside the repo directory run the command:

source ./scripts/setup_env.sh

We use the nvdiffrast renderer and therefore an Nvidia GPU is required to run the program.

Run

Try paint our default horse mesh setting simply with

python run.py

The process takes less than 2 minutes on an Nvidia GPU.

Results will appear in the output directory

To try more settings and meshes adjust the config settings in as shown in the config directory.

License

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.