U-shaped Vision Mamba for Single Image Dehazing

Semantic-Aware Discriminator for Image Super-Resolution

FcaNet: Frequency Channel Attention Networks

Rethinking Data Augmentation for Image Super-resolution (CVPR 2020)

Some commonly-used image quality assessment algorithms.

Blind/Referenceless Image Spatial QUality Evaluator (BRISQUE)

FID、LPIPS、NIQE、PSNR、SSIM

C++ code and MATLAB code of niqe algorithm.

ICCV 2019 (oral) RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution. PyTorch implementation

👁️ 🖼️ 🔥PyTorch Toolbox for Image Quality Assessment, including PSNR, SSIM, LPIPS, FID, NIQE, NRQM(Ma), MUSIQ, TOPIQ, NIMA, DBCNN, BRISQUE, PI and more...

Deep Guidance Network for Biomedical Image Segmentation

Dual Attention Network for Scene Segmentation (CVPR2019)

[INFFUS 2023] From degrade to upgrade: Learning a self-supervised degradation guided adaptive network for blind remote sensing image super-resolution

Deformable Convolutional Networks

Receptive Field Block Net for Accurate and Fast Object Detection, ECCV 2018

LFPN architect of my C++ coursework

[CVPR 2024] SinSR: Diffusion-Based Image Super-Resolution in a Single Step

ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting (NeurIPS@2023 Spotlight, TPAMI@2024)

CAMixerSR: Only Details Need More “Attention” (CVPR 2024)

收集 CVPR 最新的成果，包括论文、代码和demo视频等，欢迎大家推荐！Collect the latest CVPR (Conference on Computer Vision and Pattern Recognition) results, including papers, code, and demo videos, etc., and welcome recommendati…

A Collection of Papers and Codes for CVPR2025/CVPR2024/CVPR2021/CVPR2020 Low Level Vision

LPIPS metric. pip install lpips

Official code for "SRFormer: Permuted Self-Attention for Single Image Super-Resolution" (ICCV 2023) and SRFormerV2

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also …

PyTorch code for our ICCV 2023 paper "Dual Aggregation Transformer for Image Super-Resolution"

Codes for model in "ADMM-CSNet: A Deep Learning Approach for Image Compressive Sensing" (TPAMI 2019)

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

[ICML 2024] Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks