Naela00 commited on
Commit
a874941
·
verified ·
1 Parent(s): aa4916d

Create README.md

Browse files
Files changed (1) hide show
  1. README.md +60 -0
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
+ [![GitHub Repository](https://img.shields.io/badge/GitHub-Repository-black?logo=github)](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
+ ```