使用NAFNet进行图像去模糊

colab list for image (upscale, enhance, generation)

Restore image using NAFNet model with streamlit dashboard

colab list for video

A framework to develop Deep learning based Image restoration models using Tensorflow

License Plate Recognition using YOLOv8 + EasyOCR + NAFNet

A Comparative Study of CNN-Based Image Restoration Methods

Deep learning-based image restoration pipeline with DnCNN, NAFNet, and legacy joint models. Includes PSNR/SSIM/LPIPS evaluation and visual comparisons.

'eww' SEM images ---> | these models | ---> 'damn' SEM images (woooooshhh)

End-to-end deep-learning framework that super-resolves and colorizes monochrome infrared (IR) satellite imagery into realistic, semantically-faithful RGB - no hallucinations - to boost object interpretation. Bharatiya Antariksh Hackathon 2026 · Problem Statement 10.

Simple Code

PyTorch reproduction of NAFNet (ECCV 2022 'Simple Baselines for Image Restoration') on GoPro deblurring and SIDD denoising

損傷した古典籍くずし字画像のマスクガイド付き二段階修復フレームワーク — UNet++による文字領域推定 + 5種の復元モデル比較/ Mask-guided two-stage framework for restoring damaged Kuzushiji documents

PyTorch reproduction of NAFNet (ECCV 2022 'Simple Baselines for Image Restoration') on GoPro deblurring and SIDD denoising

developed an adaptive X-ray denoising framework that intelligently routes each pixel through either a fast direct-mapping path (Enhanced NAFNet) or a high-fidelity diffusion path, ensuring high-quality, structurally accurate, and computationally efficient enhancement of noisy radiographs.