Shypd.aiThe largest open index of AI toolsDreamArtist-stable-diffusion is an image generation tool that provides a Stable Diffusion webui with contrastive prompt tuning. It enables one-shot text-to-image generation with high controllability and diverse outputs.
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DreamArtist-stable-diffusion is the official PyTorch implementation of "DreamArtist: Towards Controllable One-Shot Text-to-Image Generation via Contrastive Prompt-Tuning," integrated into a Stable Diffusion web user interface. This tool allows users to generate diverse, high-quality images with significant control, learning content and style from just a single training image. It features contrastive prompt tuning, enabling the creation of both positive and negative embeddings. These embeddings can be combined with additional descriptions and learned embeddings for enhanced image generation. The tool supports training with customizable parameters and offers compatibility with various Stable Diffusion models like v1.5 animefull-latest and Anything v3.0, with pre-trained embeddings available for quick use.
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