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Starred repositories
Convolutional Neural Networks to predict the aesthetic and technical quality of images.
An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).
no reference image/video quaity assessment(BRISQUE/NIQE/PIQE/DIQA/deepBIQ/VSFA
Implementation of the paper "No Reference Image Quality Assessment in the Spatial Domain" by A Mittal et al. in OpenCV (using both C++ and Python)
👁️ 🖼️ 🔥PyTorch Toolbox for Image Quality Assessment, including PSNR, SSIM, LPIPS, FID, NIQE, NRQM(Ma), MUSIQ, TOPIQ, NIMA, DBCNN, BRISQUE, PI and more...
Quick scripts to calculate CLIP text-image similarity
Image inpainting tool powered by SOTA AI Model. Remove any unwanted object, defect, people from your pictures or erase and replace(powered by stable diffusion) any thing on your pictures.
A Stable Diffusion desktop frontend with inpainting, img2img and more!
Understand Human Behavior to Align True Needs
Official implement for CVPR2023 "Robust Single Image Reflection Removal Against Adversarial Attacks"
Homepage for STAT 157 at UC Berkeley
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
Code for the paper "Location-aware Single Image Reflection Removal"
Single Image Reflection Removal through Cascaded Refinement, CVPR 2020
Official implementation for "Single Image Reflection Separation via Component Synergy"
Implementation of ICCV 2017 paper "A Generic Deep Architecture for Single Image Reflection Removal and Image Smoothing"
A collection of reflection removal methods
Single Image Reflection Separation with Perceptual Losses
[CVPR2021] Robust Reflection Removal with Reflection-free Flash-only Cues
A Collection of Papers and Codes for CVPR2025/CVPR2024/CVPR2021/CVPR2020 Low Level Vision
Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
learning materials for PyTorch beginners
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…