Faceoff

Img2Image - Img2GIF - Img2MP4

Swap faces from a source image to a destination medium. Each app runs independelty in it's own Gradio instance for ease of use.

Read more at https://thebiglaskowski.com/posts/face-swapping-with-ai

Demo: Faceoff Img2MP4 vs DeepFaceLab Deepfake

Faceoff on the left, DeepFaceLab on the right

Faceoff.Img2MP4.VS.DeepFaceLab.Comparison.mp4

Installation

Dependencies

1. FFmpeg

Download and install FFmpeg

2. CUDA >= 10.1

Download and install CUDA

1. Requirements

git clone https://github.com/thebiglaskowski/faceoff.git
cd faceoff
conda create -n faceoff python=3.8 -y
conda activate faceoff
pip install torch==1.11.0+cu115 torchvision==0.12.0+cu115 -f https://download.pytorch.org/whl/torch_stable.html

# If not using CodeFormer enhancement use this torch & torchvision version instead

pip install torch==2.0.0+cu118 -f https://download.pytorch.org/whl/torch_stable.html torchvision==0.15.1+cu118 -f https://download.pytorch.org/whl/torch_stable.html

pip install -r requirements.txt

4. Download the inswapper_128.onnx model from Hugging Face and place it in the root directory of this project.

Usage

Faceoff Img2Img

python faceoff.py

http://127.0.0.1:5000/

Faceoff Img2GIF

python faceoff_gif.py 

http://127.0.0.1:5001/

Faceoff Img2MP4

python faceoff_video.py

http://127.0.0.1:5002/

Demo: Faceoff Img2MP4 - Basic vs Enhanced (w/CodeFormer)

Basic on the left, Enhanced on the right

Faceoff.Img2MP4.Basic.vs.Enhanced.Comparison.mp4

Sarah Connor?

To Do

• Add Enhanced version of Img2GIF
• Add Enhanced version of Img2MP4
• Develop controls to manage multiple faces (source/destination)

Special Thanks To

• FFMpeg
• InsightFace
• Real-ESRGAN
• CodeFormer
• Open-AI GPT
• PyTorch
• Torchvision