Shypd.aiThe largest open index of AI toolsstable-diffusion-aesthetic-gradients is an Image Generation tool that personalizes Stable Diffusion models. It guides the generative process towards custom aesthetics defined by the user from a set of images.
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stable-diffusion-aesthetic-gradients is a codebase that implements aesthetic gradients, a method to personalize CLIP-conditioned diffusion models like Stable Diffusion. This technique allows users to guide the image generation process towards custom aesthetics by providing a set of reference images. Instead of relying heavily on complex text prompts or modifiers, users can define a desired aesthetic, such as 'fantasy' or 'flower_plant', and the model will bias its output accordingly. The repository includes pre-computed aesthetic embeddings and provides scripts for users to create their own from image directories. It is compatible with the original Stable Diffusion repository and can be used with other fine-tuned SD models, offering a flexible approach to personalized image generation.
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