ntire 开源项目推荐（28 个）

caiyuanhao1998 /Retinexformer

“Retinexformer：基于Retinex的单级Transformer，用于低光图像增强”（ICCV 2023年十大被引用收件箱）'（NTIRE 2025年获奖收件箱）'🏆

caiyuanhao1998 /MST

A toolbox for spectral compressive imaging reconstruction including MST (CVPR 2022), CST (ECCV 2022), DAUHST (NeurIPS 2022), BiSCI (NeurIPS 2023), HDNet (CVPR 2022), MST++ (CVPRW 2022), etc.

mv-lab /swin2sr

[ECCV] Swin2SR：用于压缩图像超分辨率和修复的 SwinV2 Transformer。ECCV 2022 图像处理进展（AIM）研讨会。试试看！超过 330 万次运行 https://replicate.com/mv-lab/swin2sr

limbee /NTIRE2017

Torch implementation of "Enhanced Deep Residual Networks for Single Image Super-Resolution"

mv-lab /AISP

AI 图像信号处理与计算摄影。NTIRE（CVPR）和 AIM（ICCV/ECCV）挑战赛的官方库。你将找到学习型 ISP、RAW 恢复-上采样-重建、图像增强、散景渲染等！

caiyuanhao1998 /MST-plus-plus

"MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction" (CVPRW 2022) & (Winner of NTIRE 2022 Spectral Recovery Challenge) and a toolbox for spectral reconstruction

eduardzamfir /NTIRE23-RTSR

CVPR NTIRE 2023 Challenge on Real-Time Super-Resolution

eduardzamfir /RT4KSR

This is the official testing code of the baseline method presented at the CVPR 2023 NTIRE Real-Time 4K Super-Resolution Challenge. We provide model and pre-trained checkpoints.

liuh127 /NTIRE-2021-Dehazing-DWGAN

Official PyTorch implementation of DW-GAN, 1st place solution of NTIRE 2021 NonHomogeneous Dehazing Challenge (CVPR Workshop 2021).

BumjunPark /DHDN

PyTorch Implementation of "Densely Connected Hierarchical Network for Image Denoising", CVPRW, NTIRE2019

jaychempan /ETS

[CVPRW'25] Official Code for “Enhance Then Search: An Augmentation-Search Strategy with Foundation Models for Cross-Domain Few-Shot Object Detection”

hainuo-wang /XReflection

XReflection is a neat toolbox tailored for single-image reflection removal(SIRR). We offer state-of-the-art SIRR solutions for training and inference, with a high-performance data pipeline, multi-GPU/TPU/NPU support, and more!

MKFMIKU /PFFNet

Solution for NTIRE2018 Image Dehazing Challenge & ACCV2018 Kangfu Mei et al.

zhouh115 /DWT-FFC

Official PyTorch implementation of dehazing method based on FFC and ConvNeXt, 1st place solution of NTIRE 2023 HR NonHomogeneous Dehazing Challenge (CVPR Workshop 2023).

icandle /PlainUSR

Series solutions for Faster SR (NTIRE/ACCV)

hezhangsprinter /NTIRE-2018-Dehazing-Challenge

Pytorch implementation of "Multi-scale Single Image Dehazing using Perceptual Pyramid Deep Network"

weitingchen83 /NTIRE2021-Depth-Guided-Image-Relighting-MBNet

The 1st place solution to CVPR 2021 NTIRE Depth Guided Image One-to-One Relighting MBNet

smehdia /NTIRE2021-IQA-MACS

NTIRE 2021, Image Quality Assessment Challenge (MACS team)

msu-video-group /NTIRE25_UGC_Video_Enhancement

CVPR-NTIRE 2025 Challenge on UGC Video Enhancement

saikatdutta /FMU_STSR

Efficient Space-time Super Resolution using Flow and Mask Upsampling