You cannot select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
48 lines
1.4 KiB
Markdown
48 lines
1.4 KiB
Markdown
## 3D Face visualization
|
|
|
|
We use pytorch3d to visualize the produced 3d face from a single image.
|
|
|
|
Since it is not easy to install, we produce a new install guidence here:
|
|
|
|
```bash
|
|
git clone https://github.com/Winfredy/SadTalker.git
|
|
cd SadTalker
|
|
conda create -n sadtalker3d python=3.8
|
|
source activate sadtalker3d
|
|
|
|
conda install ffmpeg
|
|
conda install -c fvcore -c iopath -c conda-forge fvcore iopath
|
|
conda install libgcc gmp
|
|
|
|
pip install torch==1.11.0+cu113 torchvision==0.12.0+cu113 torchaudio==0.11.0 --extra-index-url https://download.pytorch.org/whl/cu113
|
|
|
|
# insintall pytorch3d
|
|
pip install --no-index --no-cache-dir pytorch3d -f https://dl.fbaipublicfiles.com/pytorch3d/packaging/wheels/py38_cu113_pyt1110/download.html
|
|
|
|
pip install -r requirements3d.txt
|
|
|
|
### install gpfgan for enhancer
|
|
pip install git+https://github.com/TencentARC/GFPGAN
|
|
|
|
|
|
### when occurs gcc version problem `from pytorch import _C` from pytorch3d, add the anaconda path to LD_LIBRARY_PATH
|
|
export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/$YOUR_ANACONDA_PATH/lib/
|
|
|
|
```
|
|
|
|
|
|
Then, generating the result via:
|
|
|
|
```bash
|
|
|
|
|
|
python inference.py --driven_audio <audio.wav> \
|
|
--source_image <video.mp4 or picture.png> \
|
|
--result_dir <a file to store results> \
|
|
--face3dvis
|
|
|
|
```
|
|
|
|
Then, the results will be given in the folders with the file name of `face3d.mp4`.
|
|
|
|
More applications about 3d face will be released. |