Grayscale Image Colorization ML Frameworks
Deep learning projects for automatically colorizing grayscale images (photographs, historical images, manga, comics, SAR imagery) back to color. Does NOT include general image-to-image translation, style transfer, or other image enhancement tasks unrelated to the grayscale-to-color conversion problem.
There are 36 grayscale image colorization frameworks tracked. 1 score above 50 (established tier). The highest-rated is richzhang/colorization at 51/100 with 3,465 stars. 1 of the top 10 are actively maintained.
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| # | Framework | Score | Tier |
|---|---|---|---|
| 1 |
richzhang/colorization
Automatic colorization using deep neural networks. "Colorful Image... |
|
Established |
| 2 |
junyanz/interactive-deep-colorization
Deep learning software for colorizing black and white images with a few clicks. |
|
Emerging |
| 3 |
emilwallner/Coloring-greyscale-images
Coloring black and white images with deep learning. |
|
Emerging |
| 4 |
MarkMoHR/Awesome-Image-Colorization
:books: A collection of Deep Learning based Image Colorization and Video... |
|
Emerging |
| 5 |
richzhang/colorization-pytorch
PyTorch reimplementation of Interactive Deep Colorization |
|
Emerging |
| 6 |
baldassarreFe/deep-koalarization
Keras/Tensorflow implementation of our paper Grayscale Image Colorization... |
|
Emerging |
| 7 |
moein-shariatnia/Deep-Learning
In-depth tutorials on deep learning. The first one is about image... |
|
Emerging |
| 8 |
msracver/Deep-Exemplar-based-Colorization
The source code of "Deep Exemplar-based Colorization". |
|
Emerging |
| 9 |
MingwangLin/automatic-manga-colorization
Use keras.js and cyclegan-keras to colorize manga automatically. All... |
|
Emerging |
| 10 |
karoly-hars/GAN_image_colorizing
Image colorization with generative adversarial networks on the CIFAR10 dataset. |
|
Experimental |
| 11 |
PrimozGodec/ImageColorization
Image and video colorizer is package for automatic image and video... |
|
Experimental |
| 12 |
GithubRealFan/HairColorChange
Hair Color Change Using Pytorch Model |
|
Experimental |
| 13 |
llegomark/restorephotos
RestorePhotos.app is a website that utilizes cutting-edge Artificial... |
|
Experimental |
| 14 |
linusmimietz/Image-Restoration-Script
This script batch colorizes and upscales historic images with AI models... |
|
Experimental |
| 15 |
tried42long/Comic-Colorization-with-cGAN
Comic Colorization with cGAN |
|
Experimental |
| 16 |
lakshan-bandara/VintageChrome-Pro
ChromaRestore AI is a high-performance image restoration tool that utilizes... |
|
Experimental |
| 17 |
Hadifard/Enhanced-Zhang-Colorization-with-Object-Aware-Processing
Improvement image/video colorization using Zhang et al. algorithm with... |
|
Experimental |
| 18 |
nishant9083/ColorSAR
CS550 - Machine Learning : SAR Image Colorization |
|
Experimental |
| 19 |
collinswakholi/ML_ColorCorrection_tool
Perform image color correction based on ML using the color chart (XRite... |
|
Experimental |
| 20 |
luizmlima/image-colorizer
An automated black-and-white image colorization model leveraging Transfer... |
|
Experimental |
| 21 |
vaibhav369/image-colorization
Colorize Black and White Photos without human intervention |
|
Experimental |
| 22 |
visionxiang/awesome-deep-colorization
A curated list of awesome resources for image/video colorization. |
|
Experimental |
| 23 |
AsadiAhmad/Colorize-Grayscale-Images
Colorize black-and-white (grayscale) photos using a pre-trained deep... |
|
Experimental |
| 24 |
LostInDimensions/CNN_Colorizer
Automatically transform grayscale images into color photos using Deep Learning. |
|
Experimental |
| 25 |
rezakermanian78/color-visualizer
An advanced deep learning model for detecting trees and window structures in... |
|
Experimental |
| 26 |
innovatorved/gray_scale_to_color_image
Transforming Black & White Image in to colored image. Upload a black and... |
|
Experimental |
| 27 |
Soumyajit2709/Grayscale-Image-to-RGB-image-converter-using-Transfer-Learning-Method
It is a simple machine learning algorithm to convert Grayscale Images to... |
|
Experimental |
| 28 |
nmeripo/Automatic-Image-Colorization
A scalabe Image Colorization Android Application (Java, Google App Engine,... |
|
Experimental |
| 29 |
tharuneshwar-s/Ai-image-colorization
The Flask-Python web app utilizes a pre-trained image colorization model... |
|
Experimental |
| 30 |
Ashad001/PixelSplash
Colorizing grayscale images using CNNs and UNet architectures with... |
|
Experimental |
| 31 |
Jeanettehauw/PROJECT-Colorization-Images
Comparing Deep Learning Pretrained Encoding Models for Colorization Black... |
|
Experimental |
| 32 |
Indrapratapsinghrajawat/SARANG-grayscale-to-colorized-imaging
A project aimed at colorizing grayscale images using AI/deep learning... |
|
Experimental |
| 33 |
isaaldian/RGBGrayscaleOLS
RGBGrayscaleOLS adalah pustaka Python untuk mengestimasi bobot konversi RGB... |
|
Experimental |
| 34 |
Riddhidutta2023/ChatGPT-color-correction-lut
This LUT removes the yellow color cast created by ChatGPT Image Creator by default |
|
Experimental |
| 35 |
berkay-aktas/manga-colorization
Automatic manga colorization using convolutional neural networks (Pix2Pix... |
|
Experimental |
| 36 |
koesan/Manga_Coloring
This project provides implementations of Pix2Pix, Pix2PixHD, and CycleGAN... |
|
Experimental |