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ComputerVisionAnimeProject/AnimeFaceColorization

Anime Face Colorization Dataset Overview This dataset is designed for anime face colorization tasks using diffusion models and photo-sketch correspondence techniques. It provides a structured collection of reference images and corresponding sketches, enabling researchers and developers to explore various AI-assisted colorization techniques. Curated by: Axel Delaval, Adama Koïta License: CC BY 4.0 Read the paper: Sketch Colorization Using Diffusion Models… See the full description on the dataset page: https://huggingface.co/datasets/ComputerVisionAnimeProject/AnimeFaceColorization.

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1---2tags:3  - anime4  - sketch-colorization5  - diffusion-models6language:7  - en8license: "cc-by-4.0"9datasets:10  - Danbooru Tagged Dataset11  - AnimeDiffusion12pretty_name: Anime Face Colorization Dataset13size_categories:14  - 10K<n<100K15  - reference-based-colorization16---17 18# Anime Face Colorization Dataset19 20[![GitHub Repository](https://img.shields.io/badge/GitHub-Repository-black?logo=github)](https://github.com/AxelDlv00/DiffusionSketchColorization/tree/main)  [![Hugging Face Dataset](https://img.shields.io/badge/HuggingFace-Dataset-yellow?logo=huggingface)](https://huggingface.co/datasets/ComputerVisionAnimeProject/AnimeFaceColorization/blob/main/README.md)21 22## Overview23 24This dataset is designed for **anime face colorization** tasks using **diffusion models** and **photo-sketch correspondence techniques**. It provides a structured collection of **reference images and corresponding sketches**, enabling researchers and developers to explore various **AI-assisted colorization techniques**.25 26- **Curated by:** Axel Delaval, Adama Koïta27- **License:** CC BY 4.028 29**Read the paper:** [Sketch Colorization Using Diffusion Models](https://github.com/AxelDlv00/DiffusionSketchColorization/blob/main/sketch_colorization.pdf)30 31---32 33## Dataset Structure34The dataset is organized into two main folders:35 36- **`reference/`**: Contains colored reference images for different anime characters.37- **`sketch/`**: Contains corresponding line-art sketches derived from reference images.38 39Each subdirectory within these folders corresponds to a specific character, ensuring structured and character-specific training data.40 41---42 43## Datasets Used44This dataset combines and enhances multiple existing datasets, including:45- **Danbooru Tagged Dataset ("moeimouto" subset only)** [[Dataset](https://www.kaggle.com/datasets/mylesoneill/tagged-anime-illustrations)]46- **[AnimeDiffusion Dataset](https://xq-meng.github.io/projects/AnimeDiffusion/)** augmented with **deformation flows**47 48This structured dataset enables **effective training for anime sketch colorization models**.49 50---51 52## Citation53 54**BibTeX:**55 56```bibtex57@misc{delaval2025animefacecolorization,58  author       = {Axel Delaval and Adama Koïta},59  title        = {Anime Face Colorization Dataset},60  year         = {2025},61  url          = {https://huggingface.co/datasets/ComputerVisionAnimeProject/AnimeFaceColorization/},62  note         = {Dataset for anime sketch colorization using diffusion models.}63}64```65