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

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

A Comparative Study of CNN-Based Image Restoration Methods

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

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

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

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.

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

Simple Code

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.