metadata
annotations_creators: []
language: []
language_creators: []
license:
- cc0-1.0
multilinguality: []
pretty_name: Anime Segmentation
size_categories:
- 10K<n<100K
source_datasets:
- original
tags: []
task_categories:
- image-segmentation
task_ids:
- semantic-segmentation
Dataset Description
A segmentation dataset for anime character
My project: anime-segmentation
Dataset Summary
| Dir | Description | Format | Images |
|---|---|---|---|
| bg | background images | jpg | 8057 |
| fg | foreground images, transparent background | png | 11802 |
| imgs | real images with background and foreground | jpg | 1111 |
| masks | labels for imgs | jpg | 1111 |
Total size: 18GB
Collection Method
Collect background from character_bg_seg_data
Collect foreground from danbooru website.
Collect imgs and masks from AniSeg and danbooru website.
I use Real-ESRGAN to restore the background images.
I clean the dataset using DeepDanbooru first then manually, to make sue all foreground is anime character.
Contributions
Thanks to @SkyTNT for adding this dataset.
Thanks to @ShuhongChen for character_bg_seg_data
Thanks to @jerryli27 for AniSeg