Naela
commited on
Create README.md
Browse files
README.md
ADDED
|
@@ -0,0 +1,60 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
tags:
|
| 3 |
+
- anime
|
| 4 |
+
- sketch-colorization
|
| 5 |
+
- diffusion-models
|
| 6 |
+
language:
|
| 7 |
+
- en
|
| 8 |
+
license: "cc-by-4.0"
|
| 9 |
+
datasets:
|
| 10 |
+
- Danbooru Tagged Dataset
|
| 11 |
+
- AnimeDiffusion
|
| 12 |
+
pretty_name: Anime Face Colorization Dataset
|
| 13 |
+
size_categories:
|
| 14 |
+
- 10K<n<100K
|
| 15 |
+
- reference-based-colorization
|
| 16 |
+
---
|
| 17 |
+
|
| 18 |
+
# Anime Face Colorization Dataset
|
| 19 |
+
|
| 20 |
+
[](https://github.com/AxelDlv00/DiffusionSketchColorization/tree/main)
|
| 21 |
+
|
| 22 |
+
## Overview
|
| 23 |
+
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, allowing researchers and developers to explore various **AI-assisted colorization techniques**.
|
| 24 |
+
|
| 25 |
+
**Read the paper:** [Sketch Colorization Using Diffusion Models](https://github.com/AxelDlv00/DiffusionSketchColorization/blob/main/sketch_colorization.pdf)
|
| 26 |
+
|
| 27 |
+
---
|
| 28 |
+
|
| 29 |
+
## Dataset Structure
|
| 30 |
+
The dataset is organized into two main folders:
|
| 31 |
+
|
| 32 |
+
- **`reference/`**: Contains colored reference images for different anime characters.
|
| 33 |
+
- **`sketch/`**: Contains corresponding line-art sketches derived from reference images.
|
| 34 |
+
|
| 35 |
+
Each subdirectory within these folders corresponds to a specific character, ensuring structured and character-specific training data.
|
| 36 |
+
|
| 37 |
+
---
|
| 38 |
+
|
| 39 |
+
## Datasets Used
|
| 40 |
+
This dataset combines and enhances multiple existing datasets, including:
|
| 41 |
+
- **Danbooru Tagged Dataset ("moeimouto" subset only)** [[Dataset](https://www.kaggle.com/datasets/mylesoneill/tagged-anime-illustrations)]
|
| 42 |
+
- **[AnimeDiffusion Dataset](https://xq-meng.github.io/projects/AnimeDiffusion/)** augmented with **deformation flows**
|
| 43 |
+
|
| 44 |
+
This structured dataset enables **effective training for anime sketch colorization models**.
|
| 45 |
+
|
| 46 |
+
---
|
| 47 |
+
|
| 48 |
+
## Citation
|
| 49 |
+
|
| 50 |
+
**BibTeX:**
|
| 51 |
+
|
| 52 |
+
```bibtex
|
| 53 |
+
@misc{delaval2025animefacecolorization,
|
| 54 |
+
author = {Axel Delaval and Adama Koïta},
|
| 55 |
+
title = {Anime Face Colorization Dataset},
|
| 56 |
+
year = {2025},
|
| 57 |
+
url = {https://huggingface.co/datasets/ComputerVisionAnimeProject/AnimeFaceColorization/},
|
| 58 |
+
note = {Dataset for anime sketch colorization using diffusion models.}
|
| 59 |
+
}
|
| 60 |
+
```
|