ridnet

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GiuseppeBellamacina / Image-Enhancement

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A Comparative Study of CNN-Based Image Restoration Methods

gan unet denoising-autoencoders dncnn nafnet ridnet

Updated Jun 9, 2026
Jupyter Notebook

danyQe / Image_denoiser

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Streamlit app that identifies the noise type in an image (ResNet-18), then denoises it with a type-specific RIDNet in overlapping patches. PSNR 28 to 35 dB on test images.

python computer-vision deep-learning resnet image-denoising streamlit noise-classification ridnet

Updated May 26, 2025
Python

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