This is the official repository of ''High-fidelity 3D Face Generation from Natural Language Descriptions'', CVPR 2023. [Project Page] [arXiv]
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conda create -n describe3d python=3.8
pip install -r requirements.txt
https://drive.google.com/drive/folders/1zqCLaF-KzhWy_YSMqKf15aEKiv19lXz5?usp=sharing
python main.py --name="your model name" --descriptions="the description of the face you want to generate." --prompt="the abstract descriptions"
Here is an example.
python main.py --name="Stark" --descriptions="This middle-aged man is a westerner. He has big and black eyes with the double eyelid. He has a medium-sized nose with a high nose bridge. His face is square and medium. He has a dense and black beard." --prompt="Tony Stark." --lambda_latent=0.0003 --lambda_param=3
The abstract synthesis results are affected by the regularization coefficient. Decrease lambda_param / lambda_latent when you want more changes of shape / texture. On the contrary, you can increase them.