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NVlabs/stylegan2-ada

Official TensorFlow implementation of StyleGAN2 with adaptive discriminator augmentation for training generative adversarial networks with limited data.

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This repository provides the official TensorFlow implementation of StyleGAN2 with adaptive discriminator augmentation (ADA), a technique that stabilizes GAN training when data is limited. The approach uses adaptive data augmentation to prevent discriminator overfitting, enabling high-quality image generation with as few as a few thousand training images. It supports mixed-precision training for faster computation and lower GPU memory usage.

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