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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 hibiscus/ハイビスカス/芙蓉 (Arknights) |
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This is the dataset of hibiscus/ハイビスカス/芙蓉 (Arknights), containing 115 images and their tags. |
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The core tags of this character are `horns, purple_hair, pointy_ears, purple_eyes, long_hair, breasts, parted_bangs`, 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 | 115 | 199.88 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hibiscus_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 | 115 | 165.28 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hibiscus_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | |
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| stage3-p480-1200 | 300 | 344.47 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hibiscus_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/hibiscus_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 | 9 |  |  |  |  |  | 1girl, black_jacket, black_necktie, collared_shirt, looking_at_viewer, open_clothes, solo, upper_body, pink_flower, simple_background, smile, white_background, black_gloves, white_shirt, black_coat, large_breasts, blush, braid, closed_mouth, long_sleeves | |
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| 1 | 7 |  |  |  |  |  | 1girl, black_coat, black_gloves, closed_mouth, cowboy_shot, flute, holding_instrument, open_coat, solo, black_necktie, collared_shirt, long_sleeves, looking_at_viewer, pink_flower, black_pantyhose, black_skirt, bracelet, object_namesake, white_background, white_shirt, black_jacket, black_shorts, brown_pantyhose, hibiscus, purple_shirt, simple_background, smile | |
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| 2 | 23 |  |  |  |  |  | 1girl, collared_shirt, black_jacket, looking_at_viewer, solo, blue_gloves, blue_shirt, long_sleeves, open_jacket, black_necktie, diagonal-striped_necktie, open_mouth, :d, blush, diagonal-striped_clothes, short_hair, simple_background, white_background, holding, pleated_skirt, black_skirt, teeth, cowboy_shot, upper_body | |
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| 3 | 5 |  |  |  |  |  | 1girl, beanie, black_headwear, black_jacket, black_scarf, looking_at_viewer, red_shirt, solo, :d, open_jacket, open_mouth, short_hair, upper_body, blush, gradient_hair, long_sleeves, official_alternate_costume, teeth, character_name, hand_up, holding_lantern, white_background | |
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### Table Version |
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| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_jacket | black_necktie | collared_shirt | looking_at_viewer | open_clothes | solo | upper_body | pink_flower | simple_background | smile | white_background | black_gloves | white_shirt | black_coat | large_breasts | blush | braid | closed_mouth | long_sleeves | cowboy_shot | flute | holding_instrument | open_coat | black_pantyhose | black_skirt | bracelet | object_namesake | black_shorts | brown_pantyhose | hibiscus | purple_shirt | blue_gloves | blue_shirt | open_jacket | diagonal-striped_necktie | open_mouth | :d | diagonal-striped_clothes | short_hair | holding | pleated_skirt | teeth | beanie | black_headwear | black_scarf | red_shirt | gradient_hair | official_alternate_costume | character_name | hand_up | holding_lantern | |
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|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:----------------|:-----------------|:--------------------|:---------------|:-------|:-------------|:--------------|:--------------------|:--------|:-------------------|:---------------|:--------------|:-------------|:----------------|:--------|:--------|:---------------|:---------------|:--------------|:--------|:---------------------|:------------|:------------------|:--------------|:-----------|:------------------|:---------------|:------------------|:-----------|:---------------|:--------------|:-------------|:--------------|:---------------------------|:-------------|:-----|:---------------------------|:-------------|:----------|:----------------|:--------|:---------|:-----------------|:--------------|:------------|:----------------|:-----------------------------|:-----------------|:----------|:------------------| |
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| 0 | 9 |  |  |  |  |  | X | X | X | X | X | 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 | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | |
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| 2 | 23 |  |  |  |  |  | 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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| 3 | 5 |  |  |  |  |  | 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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