Shypd.aiThe largest open index of AI toolsDiffBIR is an image restoration tool that uses generative diffusion prior to enhance blind image restoration tasks. It provides code and models for blind image super-resolution, face restoration, and denoising.
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DiffBIR is an open-source project providing code and pretrained models for blind image restoration, as presented in the ECCV 2024 paper. It leverages generative diffusion prior to handle various restoration tasks, including blind image super-resolution, blind face restoration (aligned and unaligned), and blind image denoising. The tool offers different model versions, including one trained on the Unsplash dataset with LLaVA-generated captions, and supports features like tiled sampling for large images on low-VRAM GPUs. Users can interact with DiffBIR via a Gradio web interface or through command-line inference scripts, making it accessible for both research and practical applications in image enhancement.
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