Shypd.aiThe largest open index of AI toolsRestormer is an open-source image restoration tool that uses an efficient Transformer model for high-resolution images. It achieves state-of-the-art results in tasks like motion deblurring, image deraining, and denoising.
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Restormer is an efficient Transformer model designed for high-resolution image restoration tasks, addressing the computational complexity limitations of traditional Transformers for large images. It introduces key design improvements in its building blocks, such as multi-head attention and feed-forward networks, to effectively capture long-range pixel interactions. The tool delivers state-of-the-art performance across various image restoration challenges, including image deraining, single-image motion deblurring, defocus deblurring (both single-image and dual-pixel data), and image denoising (Gaussian grayscale/color denoising and real image denoising). Restormer is open-source and available on GitHub, providing testing codes, pre-trained models, and training instructions for researchers and developers.
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