Butterfly GAN
Model description
Based on paper: Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis
which states: "Notably, the model converges from scratch with just a few hours of training on a single RTX-2080 GPU, and has a consistent performance, even with less than 100 training samples"
also dubbed the Light-GAN model. This model was trained using the script here which is adapted from the lucidrains repo.
Differently from the script above, I used the transforms from the official repo. Because our training images were already cropped and aligned. official paper implementation repo
https://huggingface.co/ceyda/butterfly_cropped_uniq1K_512
Model description
Based on paper: Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis
which states: "Notably, the model converges from scratch with just a few hours of training on a single RTX-2080 GPU, and has a consistent performance, even with less than 100 training samples"
also dubbed the Light-GAN model. This model was trained using the script here which is adapted from the lucidrains repo.
Differently from the script above, I used the transforms from the official repo. Because our training images were already cropped and aligned. official paper implementation repo
https://huggingface.co/ceyda/butterfly_cropped_uniq1K_512
huggingface.co
ceyda/butterfly_cropped_uniq1K_512 · Hugging Face
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