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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 akagi/赤城/赤城 (Kantai Collection) |
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This is the dataset of akagi/赤城/赤城 (Kantai Collection), containing 500 images and their tags. |
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The core tags of this character are `long_hair, brown_hair, brown_eyes`, 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 | 493.07 MiB | [Download](https://huggingface.co/datasets/CyberHarem/akagi_kantaicollection/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 | 323.95 MiB | [Download](https://huggingface.co/datasets/CyberHarem/akagi_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. | |
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| stage3-p480-800 | 1090 | 628.41 MiB | [Download](https://huggingface.co/datasets/CyberHarem/akagi_kantaicollection/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 | 451.62 MiB | [Download](https://huggingface.co/datasets/CyberHarem/akagi_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | |
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| stage3-p480-1200 | 1090 | 824.66 MiB | [Download](https://huggingface.co/datasets/CyberHarem/akagi_kantaicollection/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/akagi_kantaicollection', |
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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 | 17 |  |  |  |  |  | 1girl, arrow_(projectile), bow_(weapon), muneate, solo, quiver, tasuki, white_thighhighs, yugake, hakama_short_skirt, single_glove, flight_deck, looking_at_viewer, white_background, smile | |
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| 1 | 7 |  |  |  |  |  | 1girl, arrow_(projectile), flight_deck, hakama_short_skirt, holding_bow_(weapon), muneate, quiver, single_glove, solo, straight_hair, tasuki, yugake, brown_gloves, red_hakama, white_background, looking_at_viewer, simple_background, smile, red_skirt, thighhighs | |
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| 2 | 6 |  |  |  |  |  | 1girl, arrow_(projectile), bow_(weapon), japanese_clothes, muneate, skirt, solo, white_thighhighs, yugake, smile, flight_deck, tasuki, white_background, looking_at_viewer, quiver | |
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| 3 | 10 |  |  |  |  |  | 1girl, aiming, drawing_bow, muneate, single_glove, solo, yugake, tasuki, kyuudou, outstretched_arm, holding_arrow, hakama_short_skirt, quiver, flight_deck | |
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| 4 | 5 |  |  |  |  |  | 1girl, hakama_short_skirt, looking_at_viewer, muneate, simple_background, smile, solo, straight_hair, tasuki, white_background, cowboy_shot, red_hakama, twitter_username | |
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| 5 | 6 |  |  |  |  |  | 1girl, japanese_clothes, muneate, simple_background, solo, tasuki, upper_body, white_background, looking_at_viewer, smile, blush | |
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| 6 | 15 |  |  |  |  |  | 1girl, japanese_clothes, muneate, solo, chopsticks, rice_on_face, eating, looking_at_viewer, rice_bowl, smile, blush | |
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| 7 | 6 |  |  |  |  |  | 1girl, food, looking_at_viewer, muneate, rice_bowl, solo, chopsticks, white_thighhighs, eating, hakama_skirt | |
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| 8 | 12 |  |  |  |  |  | 1girl, solo, alternate_costume, black_serafuku, looking_at_viewer, pleated_skirt, white_neckerchief, black_skirt, smile, straight_hair, white_background, black_sailor_collar, cowboy_shot, short_sleeves, simple_background, black_shirt | |
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| 9 | 6 |  |  |  |  |  | 1girl, alternate_costume, red_kimono, solo, blush, hair_flower, looking_at_viewer, floral_print, obi, smile, hair_between_eyes, open_mouth, upper_body | |
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### Table Version |
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| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | arrow_(projectile) | bow_(weapon) | muneate | solo | quiver | tasuki | white_thighhighs | yugake | hakama_short_skirt | single_glove | flight_deck | looking_at_viewer | white_background | smile | holding_bow_(weapon) | straight_hair | brown_gloves | red_hakama | simple_background | red_skirt | thighhighs | japanese_clothes | skirt | aiming | drawing_bow | kyuudou | outstretched_arm | holding_arrow | cowboy_shot | twitter_username | upper_body | blush | chopsticks | rice_on_face | eating | rice_bowl | food | hakama_skirt | alternate_costume | black_serafuku | pleated_skirt | white_neckerchief | black_skirt | black_sailor_collar | short_sleeves | black_shirt | red_kimono | hair_flower | floral_print | obi | hair_between_eyes | open_mouth | |
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|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------------|:---------------|:----------|:-------|:---------|:---------|:-------------------|:---------|:---------------------|:---------------|:--------------|:--------------------|:-------------------|:--------|:-----------------------|:----------------|:---------------|:-------------|:--------------------|:------------|:-------------|:-------------------|:--------|:---------|:--------------|:----------|:-------------------|:----------------|:--------------|:-------------------|:-------------|:--------|:-------------|:---------------|:---------|:------------|:-------|:---------------|:--------------------|:-----------------|:----------------|:--------------------|:--------------|:----------------------|:----------------|:--------------|:-------------|:--------------|:---------------|:------|:--------------------|:-------------| |
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| 0 | 17 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
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| 1 | 7 |  |  |  |  |  | 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 | 6 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | | | X | X | X | X | | | | | | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
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| 3 | 10 |  |  |  |  |  | X | | | X | X | X | X | | X | X | X | X | | | | | | | | | | | | | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | |
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| 4 | 5 |  |  |  |  |  | X | | | X | X | | X | | | X | | | X | X | X | | X | | X | X | | | | | | | | | | X | X | | | | | | | | | | | | | | | | | | | | | | | |
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| 5 | 6 |  |  |  |  |  | X | | | X | X | | X | | | | | | X | X | X | | | | | X | | | X | | | | | | | | | X | X | | | | | | | | | | | | | | | | | | | | | |
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| 6 | 15 |  |  |  |  |  | X | | | X | X | | | | | | | | X | | X | | | | | | | | X | | | | | | | | | | X | X | X | X | X | | | | | | | | | | | | | | | | | |
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| 7 | 6 |  |  |  |  |  | X | | | X | X | | | X | | | | | X | | | | | | | | | | | | | | | | | | | | | X | | X | X | X | X | | | | | | | | | | | | | | | |
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| 8 | 12 |  |  |  |  |  | X | | | | X | | | | | | | | X | X | X | | X | | | X | | | | | | | | | | X | | | | | | | | | | X | X | X | X | X | X | X | X | | | | | | | |
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| 9 | 6 |  |  |  |  |  | X | | | | X | | | | | | | | X | | X | | | | | | | | | | | | | | | | | X | X | | | | | | | X | | | | | | | | X | X | X | X | X | X | |
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