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