Shypd.aiThe largest open index of AI toolsImage-restoration-sde is an open-source AI tool that provides PyTorch implementations for image restoration using Mean-Reverting Stochastic Differential Equations. It offers solutions for tasks like image deraining, dehazing, denoising, and shadow removal.
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Image-restoration-sde is an open-source project offering official PyTorch implementations of advanced image restoration techniques, including IR-SDE (ICML 2023) and Refusion (CVPRW 2023). These methods leverage Mean-Reverting Stochastic Differential Equations and latent-space diffusion models to address various image degradation problems. The tool is capable of handling tasks such as image deraining, dehazing, denoising, deblurring, super-resolution, and shadow removal. It provides pre-trained models and detailed instructions for training and evaluation, making it a valuable resource for researchers and developers in the field of image processing and computer vision. The Refusion method was notably the winning solution for the NTIRE 2023 Image Shadow Removal Challenge.
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