low-level-vision · GitHub Topics

Tohrusky / Final2x

2^x Image Super-Resolution

cross-platform Electron ncnn TypeScript Vue.js 国际化 (i18n)机器视觉 super-resolution 人工智能图像处理 PyTorch low-level-vision

TypeScript 6.32 k

6 个月前

JingyunLiang / SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

image-super-resolution image-denoising compression-artifact-reduction image-deblocking transformer real-world-image-super-resolution lightweight-image-super-resolution image-restoration low-level-vision vision-transformer restoration super-resolution denoising decompression

Python 4.92 k

1 年前

megvii-research / NAFNet

The state-of-the-art image restoration model without nonlinear activation functions.

deblur denoise stereo-super-resolution eccv2022 image-deblurring image-denoising image-restoration low-level-vision PyTorch

Python 2.55 k

1 年前

swz30 / Restormer

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

image-restoration image-deraining image-deblurring transformer PyTorch low-level-vision cvpr2022 high-resolution efficient-transformers

Python 2.09 k

10 个月前

JingyunLiang / VRT

VRT: A Video Restoration Transformer (official repository)

transformer video-restoration low-level-vision vision-transformer video-super-resolution video-deblurring video-denoising video-sr super-resolution sr denoising Video restoration

Python 1.45 k

2 年前

Kobaayyy / Awesome-CVPR2025-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision

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

cvpr2020 机器视觉 low-level-vision super-resolution image-reconstruction image-deraining image-deblurring image-restoration image-denoising image-enhancement image-quality-assessment cvpr2021 Frame Interpolation cvpr2024 图像处理 image-compression

1.36 k

2 个月前

swz30 / MPRNet

[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.

image-deblurring image-denoising image-deraining low-level-vision 机器视觉 image-restoration multistage-network progressive-restoration PyTorch cvpr2021

Python 1.29 k

1 年前

VITA-Group / DeblurGANv2

#计算机科学#[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang

deblurgan Generative Adversarial Network PyTorch 深度学习 iccv iccv2019 low-level-vision ukraine

Python 1.12 k

3 年前

google-research / maxim

[CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.

Image architecture 图像处理机器视觉 transformer mlp enhancement image-restoration restoration denoising low-level-vision image-enhancement

Python 1.06 k

2 年前

Algolzw / daclip-uir

#计算机科学#[ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in the Wild Challenge.

diffusion-models image-restoration prompt vision-language image-deblurring image-denoising image-deraining low-level-vision PyTorch 深度学习

Python 765

10 个月前

swz30 / MIRNet

[ECCV 2020] Learning Enriched Features for Real Image Restoration and Enhancement. SOTA results for image denoising, super-resolution, and image enhancement.

image-denoising super-resolution image-enhancement image-restoration low-level-vision 机器视觉 attention-mechanism PyTorch eccv2020

Python 699

1 年前

mv-lab / swin2sr

#计算机科学#[ECCV] Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image Manipulation (AIM) workshop ECCV 2022. Try it out! over 3.3M runs https://replicate.com/mv-...

compression compression-artifact-reduction 机器视觉 denoising eccv2022 image-denoising 图像处理 image-restoration image-super-resolution jpeg low-level-vision super-resolution transformer 深度学习 vision-transformer swinir

Python 634

10 个月前

swz30 / CycleISP

[CVPR 2020--Oral] CycleISP: Real Image Restoration via Improved Data Synthesis

image-denoising low-level-vision 机器视觉 image-restoration PyTorch cvpr2020

Python 536

9 个月前

rui1996 / DeRaindrop

Attentive Generative Adversarial Network for Raindrop Removal from A Single Image (CVPR 2018)

cvpr2018 机器视觉 low-level-vision

Python 527

7 年前

PKU-YuanGroup / UniWorld-V1

UniWorld: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation

diffusion high-level-feature image-editing image-understanding low-level-vision text-to-image-generation unify unify-ai vlm

Python 525

4 天前

cuiziteng / Illumination-Adaptive-Transformer

🌕 [BMVC 2022] You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction. SOTA for low light enhancement, 0.004 seconds try this for pre-pro...

transformer-architecture transformer-models low-level-vision image-enhancement image-reconstruction image-restoration PyTorch

Python 521

1 年前

mv-lab / AISP

#计算机科学#AI Image Signal Processing and Computational Photography. Official library for NTIRE (CVPR) and AIM (ICCV/ECCV) Challenges. You will find Learned ISPs, RAW Restoration-Upsampling-Reconstruction, Image...

computational-photography 机器视觉深度学习图像处理 inverse-problems isp low-level-vision denoising image-enhancement image-restoration camera cvpr imaging raw rgb

Jupyter Notebook 467

3 个月前

ChunmingHe / awesome-diffusion-models-in-low-level-vision

A Repository for Diffusion-Model-related Papers in Low-level Vision

diffusion-model image-deblurring image-inpainting image-super-resolution low-level-vision medical-image-processing remote-sensing survey video-processing

452

4 个月前

swz30 / MIRNetv2

[TPAMI 2022] Learning Enriched Features for Fast Image Restoration and Enhancement. Results on Defocus Deblurring, Denoising, Super-resolution, and image enhancement

denoising high-resolution image-denoising image-enhancement 图像处理 image-restoration low-level-vision PyTorch

Python 448

1 年前

jinyeying / night-enhancement

#计算机科学#[ECCV2022] "Unsupervised Night Image Enhancement: When Layer Decomposition Meets Light-Effects Suppression", https://arxiv.org/abs/2207.10564

深度学习 low-level-vision night flare restoration image-enhancement glow

HTML 431

10 个月前