Weights & Biases - Improving Deepfake Performance with Data

In this project, I use faceswap repo to swap faces between Lukas and Chris who were kind enough to let me play with their pictures for the purpose of this experiment. I'll particularly focus on the effect of data in improving the model. The challenge is clear, we are trying to swap faces between people with different skin tone and facial hair. Usually, you would want to find people with similar features in order to improve the success of your face swapping. In many cases, you swap only the inner part of the face.