Datasets:
Tasks:
Image Segmentation
Sub-tasks:
semantic-segmentation
Size Categories:
10K<n<100K
Source Datasets:
original
License:
| 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](https://github.com/SkyTNT/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](https://github.com/ShuhongChen/bizarre-pose-estimator#download) | |
| Collect foreground from danbooru website. | |
| Collect imgs and masks from [AniSeg](https://github.com/jerryli27/AniSeg#about-the-models) and danbooru website. | |
| I use [Real-ESRGAN](https://github.com/xinntao/Real-ESRGAN) to restore the background images. | |
| I clean the dataset using [DeepDanbooru](https://github.com/KichangKim/DeepDanbooru) first then manually, to make sue all foreground is anime character. | |
| ### Contributions | |
| Thanks to [@SkyTNT](https://github.com/SkyTNT) for adding this dataset. | |
| Thanks to [@ShuhongChen](https://github.com/ShuhongChen) for [character_bg_seg_data](https://github.com/ShuhongChen/bizarre-pose-estimator#download) | |
| Thanks to [@jerryli27](https://github.com/jerryli27) for [AniSeg](https://github.com/jerryli27/AniSeg#about-the-models) | |