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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 shamare/シャマレ/巫恋 (Arknights) |
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This is the dataset of shamare/シャマレ/巫恋 (Arknights), containing 300 images and their tags. |
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The core tags of this character are `animal_ears, animal_ear_fluff, fox_ears, twintails, pink_hair, fox_girl, tail, fox_tail, hair_between_eyes, hair_ornament, pink_eyes, symbol-shaped_pupils`, 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 | 300 | 531.16 MiB | [Download](https://huggingface.co/datasets/CyberHarem/shamare_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | |
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| 1200 | 300 | 444.75 MiB | [Download](https://huggingface.co/datasets/CyberHarem/shamare_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | |
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| stage3-p480-1200 | 750 | 916.58 MiB | [Download](https://huggingface.co/datasets/CyberHarem/shamare_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/shamare_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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List of tag clustering result, maybe some outfits can be mined here. |
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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 | 5 |  |  |  |  |  | 1girl, closed_mouth, looking_at_viewer, simple_background, solo, upper_body, white_background, white_shirt, collared_shirt, diamond-shaped_pupils, id_card, stuffed_animal | |
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| 1 | 8 |  |  |  |  |  | 1girl, collared_shirt, holding_stuffed_toy, long_sleeves, looking_at_viewer, solo, stuffed_animal, white_shirt, closed_mouth, upper_body, simple_background, white_background, collarbone, heart-shaped_pupils, blush, dress, hugging_object, knife, purple_hair, red_eyes, short_hair, v-shaped_eyebrows | |
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| 2 | 19 |  |  |  |  |  | 1girl, long_sleeves, looking_at_viewer, solo, white_shirt, closed_mouth, dress, simple_background, white_pantyhose, stuffed_animal, white_background, holding_stuffed_toy, cowboy_shot | |
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| 3 | 5 |  |  |  |  |  | 1girl, black_footwear, collared_shirt, dress, full_body, long_sleeves, solo, stuffed_animal, white_shirt, bow, burnt_clothes, closed_mouth, high_heels, holding_stuffed_toy, looking_at_viewer, simple_background, standing, white_background, white_pantyhose, frills, holding_book, knife, open_book, puffy_sleeves, shoes, torn_clothes | |
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| 4 | 12 |  |  |  |  |  | black_dress, black_headwear, official_alternate_costume, 1girl, purple_hair, solo, closed_mouth, looking_at_viewer, purple_eyes, bow, holding_book, mini_hat, butterfly, open_book, puffy_sleeves, skull_hair_ornament | |
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### Table Version |
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| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | closed_mouth | looking_at_viewer | simple_background | solo | upper_body | white_background | white_shirt | collared_shirt | diamond-shaped_pupils | id_card | stuffed_animal | holding_stuffed_toy | long_sleeves | collarbone | heart-shaped_pupils | blush | dress | hugging_object | knife | purple_hair | red_eyes | short_hair | v-shaped_eyebrows | white_pantyhose | cowboy_shot | black_footwear | full_body | bow | burnt_clothes | high_heels | standing | frills | holding_book | open_book | puffy_sleeves | shoes | torn_clothes | black_dress | black_headwear | official_alternate_costume | purple_eyes | mini_hat | butterfly | skull_hair_ornament | |
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|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:--------------------|:--------------------|:-------|:-------------|:-------------------|:--------------|:-----------------|:------------------------|:----------|:-----------------|:----------------------|:---------------|:-------------|:----------------------|:--------|:--------|:-----------------|:--------|:--------------|:-----------|:-------------|:--------------------|:------------------|:--------------|:-----------------|:------------|:------|:----------------|:-------------|:-----------|:---------|:---------------|:------------|:----------------|:--------|:---------------|:--------------|:-----------------|:-----------------------------|:--------------|:-----------|:------------|:----------------------| |
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| 0 | 5 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
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| 1 | 8 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | | | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | |
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| 2 | 19 |  |  |  |  |  | X | X | X | X | X | | X | X | | | | X | X | X | | | | X | | | | | | | X | X | | | | | | | | | | | | | | | | | | | | |
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| 3 | 5 |  |  |  |  |  | X | X | X | X | X | | X | X | X | | | X | X | X | | | | X | | X | | | | | X | | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | |
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| 4 | 12 |  |  |  |  |  | X | X | X | | X | | | | | | | | | | | | | | | | X | | | | | | | | X | | | | | X | X | X | | | X | X | X | X | X | X | X | |
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