Shypd.aiThe largest open index of AI toolsRDDM (Residual Denoising Diffusion Models) is an open-source AI tool for image denoising and restoration. It provides an official implementation of the CVPR 2024 paper, enabling various image generation and restoration tasks.
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RDDM, or Residual Denoising Diffusion Models, offers an official implementation of the CVPR 2024 paper, providing advanced capabilities for image denoising and restoration. This open-source tool is designed for researchers and developers working on image processing tasks, offering functionalities for both image generation and restoration. It supports various datasets like Raindrop, GoPro, ISTD, SID-RGB, LOL, and CelebA for training and evaluation. Key features include the ability to convert pre-trained DDIM models to RDDM via coefficient transformation and a partially path-independent generation process. The repository also includes evaluation scripts for FID and Inception Score for image generation, and MATLAB codes for image restoration.
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