
## 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)

task_categories:image-segmentation task_ids:semantic-segmentation size_categories:10K<n<100K source_datasets:original license:cc0-1.0 region:us
{"annotations_creators": [], "language_creators": [], "language": [], "license": ["cc0-1.0"], "multilinguality": [], "size_categories": ["10K<n<100K"], "source_datasets": ["original"], "task_categories": ["image-segmentation"], "task_ids": ["semantic-segmentation"], "pretty_name": "Anime Segmentation", "tags": []}
TAGS
#task_categories-image-segmentation #task_ids-semantic-segmentation #size_categories-10K<n<100K #source_datasets-original #license-cc0-1.0 #region-us 

Dataset Description
-------------------


A segmentation dataset for anime character


My project: anime-segmentation


### Dataset Summary



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



### Dataset Summary



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
TAGS
#task_categories-image-segmentation #task_ids-semantic-segmentation #size_categories-10K<n<100K #source_datasets-original #license-cc0-1.0 #region-us 
 ### Dataset Summary



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
passage: TAGS
#task_categories-image-segmentation #task_ids-semantic-segmentation #size_categories-10K<n<100K #source_datasets-original #license-cc0-1.0 #region-us 
### Dataset Summary



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