Shypd.aiThe largest open index of AI toolsDiffusionCLIP is an image generation tool that enables text-guided image manipulation using diffusion models. It offers robust manipulation of real images, even between unseen domains, and supports multi-attribute changes.
Trending
About
DiffusionCLIP is an official PyTorch implementation for text-guided image manipulation using diffusion models, as presented in the CVPR 2022 paper. It addresses limitations of GAN-inversion methods by leveraging the full inversion capability and high-quality image generation of diffusion models. The tool allows for zero-shot image manipulation guided by text prompts, even for diverse real images from datasets like ImageNet. Key features include novel sampling strategies for fine-tuning, accurate in- and out-of-domain manipulation, and a unique noise combination method for straightforward multi-attribute manipulation. It supports fine-tuning for various image types like human faces, churches, bedrooms, and dog faces, and provides a Colab notebook for inference and application.
Capabilities
Pricing & Plans
Open Source
Free
FAQs
Trending
