StyleGAN2-ADA Realistic Faces (2020)
StyleGAN2-ADA Realistic Faces (2020)
This is an experimenting on how to generate photorealistic synthetic human faces using StyleGAN2-ADA. Here's the training result in a video format.
Dataset: Flickr-Faces-HQ Dataset (FFHQ)
ML Model: StyleGAN2-ada
Environment: Google Colab Pro
To train the model, I used I used the first 6,000 images with 1K resolution. With the trained model, I applied the image projection into latent space. The result is a progression of synthetic faces that shares similar visual landmarks and features, and even the glasses, and hair style!