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autonomousvision/stylegan-t

GAN-based text-to-image synthesis model for fast large-scale image generation, published at ICML 2023.

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StyleGAN-T provides training code for a Generative Adversarial Network designed for text-conditioned image synthesis at large scale. The model enables fast text-to-image generation using a modified StyleGAN architecture with CLIP-based text conditioning. The project includes training utilities for both zip and webdataset formats, custom CUDA kernels for performance, and supports unconditional and conditional training on custom datasets.

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