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--- |
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license: mit |
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task_categories: |
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- text-to-image |
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tags: |
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- art |
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- not-for-all-audiences |
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size_categories: |
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- n<1K |
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--- |
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# Dataset of schwarz/シュヴァルツ/黑 (Arknights) |
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This is the dataset of schwarz/シュヴァルツ/黑 (Arknights), containing 500 images and their tags. |
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The core tags of this character are `animal_ears, cat_ears, long_hair, grey_hair, yellow_eyes, breasts, bangs, ponytail, large_breasts, hair_between_eyes, cat_tail, tail, very_long_hair`, which are pruned in this dataset. |
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Images are crawled from many sites (e.g. danbooru, pixiv, zerochan ...), the auto-crawling system is powered by [DeepGHS Team](https://github.com/deepghs)([huggingface organization](https://huggingface.co/deepghs)). |
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## List of Packages |
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| Name | Images | Size | Download | Type | Description | |
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|:-----------------|---------:|:-----------|:-------------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------| |
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| raw | 500 | 1.02 GiB | [Download](https://huggingface.co/datasets/CyberHarem/schwarz_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | |
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| 800 | 500 | 452.90 MiB | [Download](https://huggingface.co/datasets/CyberHarem/schwarz_arknights/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. | |
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| stage3-p480-800 | 1375 | 1.05 GiB | [Download](https://huggingface.co/datasets/CyberHarem/schwarz_arknights/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | |
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| 1200 | 500 | 849.72 MiB | [Download](https://huggingface.co/datasets/CyberHarem/schwarz_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | |
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| stage3-p480-1200 | 1375 | 1.67 GiB | [Download](https://huggingface.co/datasets/CyberHarem/schwarz_arknights/resolve/main/dataset-stage3-p480-1200.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | |
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### Load Raw Dataset with Waifuc |
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We provide raw dataset (including tagged images) for [waifuc](https://deepghs.github.io/waifuc/main/tutorials/installation/index.html) loading. If you need this, just run the following code |
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```python |
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import os |
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import zipfile |
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from huggingface_hub import hf_hub_download |
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from waifuc.source import LocalSource |
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# download raw archive file |
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zip_file = hf_hub_download( |
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repo_id='CyberHarem/schwarz_arknights', |
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repo_type='dataset', |
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filename='dataset-raw.zip', |
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) |
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# extract files to your directory |
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dataset_dir = 'dataset_dir' |
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os.makedirs(dataset_dir, exist_ok=True) |
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with zipfile.ZipFile(zip_file, 'r') as zf: |
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zf.extractall(dataset_dir) |
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# load the dataset with waifuc |
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source = LocalSource(dataset_dir) |
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for item in source: |
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print(item.image, item.meta['filename'], item.meta['tags']) |
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``` |
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## List of Clusters |
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### Raw Text Version |
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| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | Tags | |
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|----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:---------------------------------------------------------------------------------------------------| |
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| 0 | 12 |  |  |  |  |  | animal_ear_fluff, medium_breasts | |
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| 1 | 13 |  |  |  |  |  | hair_over_one_eye, medium_breasts | |
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| 2 | 10 |  |  |  |  |  | animal_ear_fluff, hair_over_one_eye | |
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| 3 | 5 |  |  |  |  |  | animal_ear_fluff, eyes_visible_through_hair, hair_over_one_eye | |
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| 4 | 5 |  |  |  |  |  | cat_girl | |
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| 5 | 46 |  |  |  |  |  | medium_breasts | |
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| 6 | 19 |  |  |  |  |  | hair_over_one_eye | |
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| 7 | 5 |  |  |  |  |  | black_hair, cat_girl | |
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| 8 | 5 |  |  |  |  |  | drinking_glass | |
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| 9 | 9 |  |  |  |  |  | bow, hair_bow, animal_ear_fluff | |
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| 10 | 11 |  |  |  |  |  | black_headwear, cat_girl, ears_through_headwear, hat, cabbie_hat | |
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| 11 | 6 |  |  |  |  |  | eyewear_on_head, sunglasses, tinted_eyewear | |
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| 12 | 7 |  |  |  |  |  | cat_girl, sunglasses, visor_cap, eyewear_on_head, black_headwear, hat | |
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| 13 | 13 |  |  |  |  |  | hair_bun, single_hair_bun, black_hair, cat_girl, earrings, extra_ears, sidelocks, animal_ear_fluff | |
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### Table Version |
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| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | animal_ear_fluff | medium_breasts | hair_over_one_eye | eyes_visible_through_hair | cat_girl | black_hair | drinking_glass | bow | hair_bow | black_headwear | ears_through_headwear | hat | cabbie_hat | eyewear_on_head | sunglasses | tinted_eyewear | visor_cap | hair_bun | single_hair_bun | earrings | extra_ears | sidelocks | |
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|----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:-------------------|:-----------------|:--------------------|:----------------------------|:-----------|:-------------|:-----------------|:------|:-----------|:-----------------|:------------------------|:------|:-------------|:------------------|:-------------|:-----------------|:------------|:-----------|:------------------|:-----------|:-------------|:------------| |
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| 0 | 12 |  |  |  |  |  | X | X | | | | | | | | | | | | | | | | | | | | | |
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| 1 | 13 |  |  |  |  |  | | X | X | | | | | | | | | | | | | | | | | | | | |
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| 2 | 10 |  |  |  |  |  | X | | X | | | | | | | | | | | | | | | | | | | | |
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| 3 | 5 |  |  |  |  |  | X | | X | X | | | | | | | | | | | | | | | | | | | |
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| 4 | 5 |  |  |  |  |  | | | | | X | | | | | | | | | | | | | | | | | | |
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| 5 | 46 |  |  |  |  |  | | X | | | | | | | | | | | | | | | | | | | | | |
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| 6 | 19 |  |  |  |  |  | | | X | | | | | | | | | | | | | | | | | | | | |
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| 7 | 5 |  |  |  |  |  | | | | | X | X | | | | | | | | | | | | | | | | | |
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| 8 | 5 |  |  |  |  |  | | | | | | | X | | | | | | | | | | | | | | | | |
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| 9 | 9 |  |  |  |  |  | X | | | | | | | X | X | | | | | | | | | | | | | | |
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| 10 | 11 |  |  |  |  |  | | | | | X | | | | | X | X | X | X | | | | | | | | | | |
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| 11 | 6 |  |  |  |  |  | | | | | | | | | | | | | | X | X | X | | | | | | | |
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| 12 | 7 |  |  |  |  |  | | | | | X | | | | | X | | X | | X | X | | X | | | | | | |
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| 13 | 13 |  |  |  |  |  | X | | | | X | X | | | | | | | | | | | | X | X | X | X | X | |
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