Awesome Open Source

Programming Languages

Search results for image enhancement

image-enhancement x

104 search results found

Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks

Awesome Low Light Image Enhancement ⭐ 1,101

This is a resouce list for low light image enhancement

Awesome Cvpr2023 Low Level Vision ⭐ 587

A Collection of Papers and Codes in CVPR2023/2022 about low level vision

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

Image Adaptive 3dlut ⭐ 556

Learning Image-adaptive 3D Lookup Tables for High Performance Photo Enhancement in Real-time

Awesome Cvpr2021 Cvpr2020 Low Level Vision ⭐ 526

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

Neural Image Assessment ⭐ 496

A PyTorch Implementation of Neural IMage Assessment

Image Contrast Enhancement ⭐ 482

Python implementation of "A New Image Contrast Enhancement Algorithm Using Exposure Fusion Framework", CAIP2017

Exposure_correction ⭐ 442

Project page of the paper "Learning Multi-Scale Photo Exposure Correction" (CVPR 2021).

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

Deep_white_balance ⭐ 418

Reference code for the paper: Deep White-Balance Editing (CVPR 2020). Our method is a deep learning multi-task framework for white-balance editing.

Optimizedimageenhance ⭐ 399

Several image/video enhancement methods, implemented by Java, to tackle common tasks, like dehazing, denoising, backscatter removal, low illuminance enhancement, featuring, smoothing and etc.

Illumination Adaptive Transformer ⭐ 359

[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-processing.

Night Enhancement ⭐ 335

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

Wb_srgb ⭐ 240

White balance camera-rendered sRGB images (CVPR 2019) [Matlab & Python]

Generating RGB photos from RAW image files with PyNET

Retinexnet ⭐ 217

A Tensorflow implementation of RetinexNet

Funie Gan ⭐ 171

Fast underwater image enhancement for Improved Visual Perception. #TensorFlow #PyTorch

Code for the ICPR 2020 paper: "CURL: Neural Curve Layers for Image Enhancement"

Awesome Iccv2023 Low Level Vision ⭐ 158

A Collection of Papers and Codes in ICCV2023/2021 about low level vision

Awesome Iccv2021 Low Level Vision ⭐ 145

A Collection of Papers and Codes for ICCV2021 Low Level Vision and Image Generation

[CVPR2023] Blur Interpolation Transformer for Real-World Motion from Blur

Awesome Eccv2022 Low Level Vision ⭐ 141

A Collection of Papers and Codes in ECCV2022 about low level vision

Awesome Eccv2020 Low Level Vision ⭐ 134

A Collection of Papers and Codes for ECCV2020 Low Level Vision or Image Reconstruction

Starenhancer ⭐ 133

[ICCV 2021 Oral] StarEnhancer: Learning Real-Time and Style-Aware Image Enhancement

Image Contrast Enhancement ⭐ 128

C++ implementation of several image contrast enhancement techniques.

Learning a Deep Single Image Contrast Enhancer from Multi-Exposure Images (TIP 2018)

Harmonizer ⭐ 125

High-Resolution Image/Video Harmonization [ECCV 2022]

Deep_sesr ⭐ 125

Simultaneous Enhancement and Super-Resolution. #RSS2020

AI Image SIgnal Processing and Computational Photography - Bokeh Rendering @ NTIRE CVPR 2023, AIM 2022 Reversed ISP Challenge @ ECCV, Model-Based Image Signal Processors via Learnable Dictionaries (AAAI 22)

Ailearnnotes ⭐ 122

Artificial Intelligence Learning Notes.

Nighttime_dehaze ⭐ 121

[ACMMM2023] "Enhancing Visibility in Nighttime Haze Images Using Guided APSF and Gradient Adaptive Convolution", https://arxiv.org/abs/2308.01738

Maxim Pytorch ⭐ 117

[CVPR 2022 Oral] PyTorch re-implementation for "MAXIM: Multi-Axis MLP for Image Processing", with *training code*. Official Jax repo: https://github.com/google-research/maxim

Mirnetv2 ⭐ 113

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

Awesome Shadow Removal ⭐ 100

Collection of recent shadow removal works, including papers, codes, datasets, and metrics.

Modular and scalable computational imaging in Python with GPU/out-of-core computing.

Official code (Tensorflow) for paper "Fast and Efficient Image Quality Enhancement via Desubpixel Convolutional Neural Networks"

[ECCV 2022] LEDNet: Joint Low-light Enhancement and Deblurring in the Dark

Pynet Pytorch ⭐ 90

Generating RGB photos from RAW image files with PyNET (PyTorch)

Learning Compressed Representation of 3DLUT for Image-enhancement. Higher performance with much smaller models! ☺️

[IEEE TIP 2024] DEA-Net: Single image dehazing based on detail-enhanced convolution and content-guided attention

Two Stage Knowledge For Multiple Adverse Weather Removal ⭐ 65

[CVPR 2022] Learning Multiple Adverse Weather Removal via Two-stage Knowledge Learning and Multi-contrastive Regularization: Toward a Unified Model

Uwgan_uie ⭐ 63

Source code for UWGAN: Underwater GAN for Real-world Underwater Color Restoration and Dehazing

DocEnTr: An end-to-end document image enhancement transformer - ICPR 2022

Half Wavelet Attention on M-Net+ for Low-light Image Enhancement

Tensorflow implementation of Perception-Preserving Convolutional Networks for Image Enhancement on Smartphones (ECCV 2018 Workshop PIRM)

ADN: Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction

Iccv2021 Single Image Desnowing Hdcwnet ⭐ 49

This paper is accepted by ICCV 2021.

Awesome Low Level Vision Research Groups ⭐ 46

A Collection of Low Level Vision Research Groups

[AAAI 2024] NILUT: Conditional Neural Implicit 3D Lookup Tables for Image Enhancement. Project Website https://mv-lab.github.io/nilut/

Ivhc Estimator ⭐ 43

Fast image noise estimation (Estimation of Gaussian, signal-dependent, and processed noise in Image and Video Signals)

Awesome Low Level Vision Resources ⭐ 42

A curated list of resources for Low-level Vision Tasks

Official PyTorch implementation for the CVPR 2023 paper: Visibility Constrained Wide-band Illumination Spectrum Design for Seeing-in-the-Dark

Empower the quality enhancement approaches for compressed images/videos.

One Stop For Covid 19 Infection And Lung Segmentation Plus Classification ⭐ 38

✋🏼🛑 This one stop project is a complete COVID-19 detection package comprising of 3 tasks: • Task 1 --> COVID-19 Classification • Task 2 --> COVID-19 Infection Segmentation • Task 3 --> Lung Segmentation

Deep Photo Enhancer ⭐ 34

the Pytorch implementation of Deep Photo Enhancer

Rfdnet Imagesuperresolution ⭐ 28

Keras Implementation of the paper Residual Feature Distillation Network for Lightweight Image Super-Resolution

Solomon Breckon Book ⭐ 26

Fundamentals of Digital Image Processing: A Practical Approach with Examples in Matlab - Solomon / Breckon, 2010

Psenet Image Enhancement ⭐ 26

PSENet: Progressive Self-Enhancement Network for Unsupervised Extreme-Light Image Enhancement (WACV 2023)

Mobile_image Video_enhancement ⭐ 24

Sensifai image and video enhancement module on mobiles

Ai Challenge ⭐ 24

A code for converting and testing Tensorflow models for AI Challenge

Raune Net ⭐ 23

A Residual and Attention-Driven Underwater Image Enhancement (UIE) method.

Content Preserving Tone Adjustment For Image Enhancement ⭐ 23

Image Enhancement Competition - NTIRE19 - CVPR19

Pytorch Neural Enhance ⭐ 20

Experiments on CNN-based image enhancement in pytorch

Code and Datasets for "Underwater Scene Prior Inspired Deep Underwater Image and Video Enhancement", Pattern Recognition, 2019

🎨 Code for "No-Reference Quality Assessment of Contrast-Distorted Images using Contrast Enhancement" by J. Yan, J. Li, X. Fu

[CVPR 2022] Unofficial repository for "MAXIM: Multi-Axis MLP for Image Processing". Official repo: https://github.com/google-research/maxim

Interactive_wb_correction ⭐ 17

Reference code for the paper Interactive White Balancing for Camera-Rendered Images Mahmoud Afifi and Michael S. Brown. In Color and Imaging Conference (CIC), 2020.

(ECCV 2022) Neural Color Operators for Sequential Image Retouching

Imageenhancement ⭐ 16

Various models for handling underexposure, overexposure, super-resolution, shadow removal, etc.

Ntire2021 Depth Guided Image Relighting Mbnet ⭐ 15

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

Digital Image Processing ⭐ 15

My works for EE 569 - Digital Image Processing - Spring 2018 - Graduate Coursework at USC - Dr. C.-C. Jay Kuo

Tf_enhancedped ⭐ 14

Tensorflow implement of image enhancement base on dped dataset and join PRIM2018 Challenge on Perceptual Image Enhancement on Smartphones (Track B: Image Enhancement). and use image quality assessment model to guide image enhancement to make the enhanced image subjective effect better !

Visual_comparison ⭐ 14

A comparison tool to aid image/video enhancement research

CDAN: Convolutional Dense Attention-guided Network for Low-light Image Enhancement

Image Filtering ⭐ 13

image filtering techniques in python with examples

Text-DIAE: A Self-Supervised Degradation Invariant Autoencoders for Text Recognition and Document Enhancement - AAAI 2023

Deep Image Composting ⭐ 12

Advanced Deep Learning Practical Course (Improving the quality of composite images)

Subjectiveqe Esrgan ⭐ 12

PyTorch implementation of ESRGAN (ECCVW 2018) for compressed image subjective quality enhancement.

PyTorch implementation of Deep Convolution Networks based on EDSR for Compression(Jpeg) Artifacts Reduction

Fast Region-Adaptive Defogging and Enhancement; image dehazing; image defogging; image enhancement; accepted by ICPR 2020

(ECCV 2020) Conditional Sequential Modulation for Efficient Global Image Retouching

Aiml Image Enhancement ⭐ 11

AI ML based Image enhancement module built in Python. It is used for improving the quality of images using different filters in openCV. It works better with gray-scale images.

Ietk Ret ⭐ 11

Re-colorize and enhance color fundus images. Image Enhancement Toolkit for Retinal Fundus Images (IETK-Ret).

Pttd Dehazing ⭐ 10

Official implementation of "Prompt-based test-time real image dehazing: a novel pipeline".

Official tensorflow implementation of "DHSGAN: An End to End Dehazing Network for Fog and Smoke"

Image Enhance Keras ⭐ 9

Image super-resolution (restoration of rich details in a low resolution image)

Fuzzycolorimageenhancement Fuzzylogiccourse Ite5thyear ⭐ 9

An implementation of a fuzzy color image enhancement algorithm

Zero Dce Pytorch ⭐ 8

Pytorch implementation of the paper: Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement.

Neural_spline_enhancement ⭐ 8

Personalization of the image enhancement style from few samples.

Image Processing Using Matlab ⭐ 8

Basics of image processing techniques like image manipulation, image enhancement, image segmentation, and many more using Matlab code

Srmnet Thesis ⭐ 8

Image Restoration thesis

Picture_quality_improvement ⭐ 8

Location Aware Sirr ⭐ 8

Code for the paper "Location-aware Single Image Reflection Removal"

Real Time Super Resolution ⭐ 8

🔥 Real-time Super Resolution enhancement (4x) with content loss and relativistic adversarial optimization 🔥

[Unofficial]A Pytorch Implement of Representative Color Transform for Image Enhancement, ICCV2021

Mof_dehazing ⭐ 7

Multi-scale Optimal Fusion Model for Single Image Dehazing （matlab code）

Supernovasr ⭐ 6

Explore Super Image Resolution through sophisticated degradation modeling. Explore this approach to enhance real image quality and elevate your image enhancement capabilities

Light_side ⭐ 6

⚡️PyTorch Lightning Implementations of Recent Low-Light Image Enhancement !

Nonlinear Unsharp Masking ⭐ 6

This source code is a MATLAB implementation of a nonlinear unsharp masking method, published in the proceeding of ICEIC 2020, Barcelona, Spain. The algorithm was implemented by means of generalized operators, therein lies the underlying cause of its robustness against out-of-range issue.

1-100 of 104 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.