git_style_transfer

Dependencies

First establish the environment and install the dependencies

conda create --prefix env/ python=3.8 -y
conda activate env/
pip install -r requirements.txt

Then download files from this link and put:

• Obama2.zip and APC_epoch_160.model in src/face_generator/data and extract Obama2.zip there.
• GPEN-BFR-512_trace.pt, RealESRGAN_x2plus_trace.pt, and RetinaFace-R50_trace.pt in src/face_res/models.
• wiki.zip in src/face_res and extract it there.
• 00000189-checkpoint.pth.tar in src/face_reenactment/config.
• shape_predictor_68_face_landmarks.dat in src/style_metrics.
• RAVDESS.zip in . and then extract it there.

Quick start

Simply run

bash main.sh -i <image path> -a <audio path> -o <output path>

The model only accepts audio with extension .wav or .mp3, and the image must be square.

For example with the given inputs folder, you run:

bash main.sh -i inputs/image.jpg -a inputs/sample.wav -o ./output

TODO

• train (coming soon)