markmohr/awesome-image-colorization

:books: A collection of Deep Learning based Image Colorization and Video Colorization papers.

awesome-image-colorization's Issues

New Coloring Software

Could you add in the section "1.1 Software / Demo" the project: vs-deoldify.
Despite its name the software is combining DeOldify (reference benchmark for Video Colorization) and DDColor (one of the best image coloring models). While DDColor is good in coloring images, it is terrible when is applied to coloring videos. I used DeOldify to "stabilize" DDColor and a set of specific filters developed to stabilize both DDColor than the final colored video.
The final result is quite satisfactory.

Two new papers.

First of all, thanks for the collection. It really helped me during my Ph.D. research!
Second, I would like to introduce two of our works:

ACCV 2022
Paper: https://openaccess.thecvf.com/content/ACCV2022/papers/Camilo_Super-attention_for_exemplar-based_image_colorization_ACCV_2022_paper.pdf
Code: https://github.com/hernan0930/Super-attention-for-exemplar-based-image-colorization

CVPR 2023 Workshops
Paper: https://openaccess.thecvf.com/content/CVPR2023W/CVFAD/papers/Carrillo_Diffusart_Enhancing_Line_Art_Colorization_With_Conditional_Diffusion_Models_CVPRW_2023_paper.pdf
Code: https://github.com/hernan0930/Diffusart-CVPRW

Best regards!

issue

out-of-date

Another 2019 paper "Anime Sketch Coloring with Swish-Gated Residual U-Net", code:https://github.com/pradeeplam/Anime-Sketch-Coloring-with-Swish-Gated-Residual-UNet

AI Manga coloring workflow community

Hey guys,

If anyone is interested, I made a discord server dedicated to trying to figure out new workflows for coloring manga, if anybody is interested feel free to join here:

https://discord.gg/xF4ZMnKsAG

You may want to include ManGan

I saw this being presented at ICIP 2019 in Taipei, then today I was searching for it and found this project, but ManGan was not there. After a bit more of digging I found it, so I leave the link down below in case you want to include it.

Code: https://github.com/felipelodur/ManGAN
Paper: https://ieeexplore.ieee.org/document/8803667

Request to add a new paper

We would like to introduce our automatic colorization work accepted by ICCV 2023, called DDColor.

DDColor: Towards Photo-Realistic Image Colorization via Dual Decoders

Paper: https://arxiv.org/abs/2212.11613
Code: https://github.com/piddnad/DDColor
Demo: https://www.modelscope.cn/models/damo/cv_ddcolor_image-colorization/summary

Appreciate your efforts. This list of colorization is AWESOME!

Paper DeepRemaster's model file format corruption

Excuse me,I wanna try to use the model of DeepRemaster,and I download the model using the sh file through gitbash.After that,I get a model with postfix tar.I am trying to unzip the file and always stoped by file format corruption. Could you tell me how to do with this situation?Maybe you can tell me another way to get this model if possible.Thank you very much!

DeepRemaster Model File Format Corruption

Excuse me,I wanna try to use the model of DeepRemaster,and I download the model using the sh file through gitbash.After that,I get a model with postfix tar.I am trying to unzip the file and always stoped by file format corruption. Could you tell me how to do with this situation?Maybe you can tell me another way to get this model if possible.Thank you very much!

issue

out-of-date

BigColor (ECCV 2022)

I would like to introduce a automatic colorization research named BigColor accepted in ECCV 2022.
The github ULR is "https://github.com/KIMGEONUNG/BigColor"

Stylization-Based Architecture for Fast Deep Exemplar Colorization

hello, I have found this is the paper's code https://github.com/xuzhongyou/Colorization

Colorciel

You may want to check out this page and its related software called Colorciel:
http://www.fabienpierre.fr/softwares.html

Video colorization work

Hi, could you please add our cvpr 2019 work: deep exemplar-based video colorization (https://arxiv.org/abs/1906.09909). We've recently released the training code: https://github.com/zhangmozhe/video-colorization.

Thanks!

a project link for the cvpr2020 paper

Thanks for your awesome work!

I recommend an official project link for the CVPR'20 paper named "Reference-Based Sketch Image Colorization
using Augmented-Self Reference and Dense Semantic Correspondence" as below:

https://ssuhan.github.io/RSC_CVPR20/

Thanks in advance!

New paper

See L-CAD: Language-based Colorization with Any-level Descriptions https://arxiv.org/abs/2305.15217