--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of hanako/浦和ハナコ/花子 (Blue Archive) This is the dataset of hanako/浦和ハナコ/花子 (Blue Archive), containing 500 images and their tags. The core tags of this character are `long_hair, pink_hair, halo, ahoge, breasts, green_eyes, pink_halo, braid, bow, large_breasts, hair_bow, white_bow, hair_between_eyes, very_long_hair`, which are pruned in this dataset. 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)). ## List of Packages | Name | Images | Size | Download | Type | Description | |:-----------------|---------:|:-----------|:--------------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------| | raw | 500 | 1.04 GiB | [Download](https://huggingface.co/datasets/CyberHarem/hanako_bluearchive/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 1200 | 500 | 868.79 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hanako_bluearchive/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 1352 | 1.76 GiB | [Download](https://huggingface.co/datasets/CyberHarem/hanako_bluearchive/resolve/main/dataset-stage3-p480-1200.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | ### Load Raw Dataset with Waifuc 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 ```python import os import zipfile from huggingface_hub import hf_hub_download from waifuc.source import LocalSource # download raw archive file zip_file = hf_hub_download( repo_id='CyberHarem/hanako_bluearchive', repo_type='dataset', filename='dataset-raw.zip', ) # extract files to your directory dataset_dir = 'dataset_dir' os.makedirs(dataset_dir, exist_ok=True) with zipfile.ZipFile(zip_file, 'r') as zf: zf.extractall(dataset_dir) # load the dataset with waifuc source = LocalSource(dataset_dir) for item in source: print(item.image, item.meta['filename'], item.meta['tags']) ``` ## List of Clusters List of tag clustering result, maybe some outfits can be mined here. ### Raw Text Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | Tags | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| | 0 | 24 | ![](samples/0/clu0-sample0.png) | ![](samples/0/clu0-sample1.png) | ![](samples/0/clu0-sample2.png) | ![](samples/0/clu0-sample3.png) | ![](samples/0/clu0-sample4.png) | 1girl, cleavage, holding_hose, long_sleeves, looking_at_viewer, official_alternate_costume, solo, white_shirt, bikini_under_clothes, blush, smile, collarbone, collared_shirt, wet_shirt, closed_mouth, see-through, water, white_background, simple_background, thighs, pink_bikini, sitting | | 1 | 22 | ![](samples/1/clu1-sample0.png) | ![](samples/1/clu1-sample1.png) | ![](samples/1/clu1-sample2.png) | ![](samples/1/clu1-sample3.png) | ![](samples/1/clu1-sample4.png) | 1girl, bikini_under_clothes, blue_sky, cleavage, holding_hose, long_sleeves, looking_at_viewer, official_alternate_costume, outdoors, smile, solo, white_shirt, blush, day, water, cloud, pink_bikini, closed_mouth, collarbone, collared_shirt, wet_shirt, see-through, thighs | | 2 | 6 | ![](samples/2/clu2-sample0.png) | ![](samples/2/clu2-sample1.png) | ![](samples/2/clu2-sample2.png) | ![](samples/2/clu2-sample3.png) | ![](samples/2/clu2-sample4.png) | 1girl, bikini_top_only, blush, bottomless, cleavage, collarbone, holding_hose, long_sleeves, looking_at_viewer, navel, official_alternate_costume, open_shirt, smile, solo, stomach, thighs, white_shirt, closed_mouth, collared_shirt, pink_bikini, simple_background, wet, water, white_background, huge_breasts, underboob | | 3 | 36 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | short_sleeves, 1girl, solo, blush, smile, white_skirt, looking_at_viewer, pleated_skirt, white_shirt, blue_sailor_collar, single_braid, white_serafuku, pink_bow, closed_mouth, simple_background, white_background, open_mouth | | 4 | 7 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | 1boy, 1girl, blush, hetero, nipples, solo_focus, sweat, completely_nude, looking_at_viewer, open_mouth, penis, single_braid, vaginal, collarbone, heavy_breathing, huge_breasts, navel, pussy, smile, thighs, motion_lines, side_braid, stomach, bar_censor, blurry_background, cowgirl_position, girl_on_top, happy_sex, heart, indoors, mosaic_censoring, pov_crotch, speech_bubble, spread_legs | | 5 | 5 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | 1girl, bare_shoulders, blue_one-piece_swimsuit, blush, competition_school_swimsuit, double-parted_bangs, highleg_swimsuit, looking_at_viewer, side_braid, single_braid, smile, straight_hair, thighs, closed_mouth, from_side, groin, sideboob, solo, black_one-piece_swimsuit, cowboy_shot, standing, arms_behind_back, ass, blue_sky, blurry_background, bright_pupils, chain-link_fence, covered_navel, day, depth_of_field, gradient_hair, outdoors, pool, taut_clothes, wet_swimsuit, white_ribbon | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | cleavage | holding_hose | long_sleeves | looking_at_viewer | official_alternate_costume | solo | white_shirt | bikini_under_clothes | blush | smile | collarbone | collared_shirt | wet_shirt | closed_mouth | see-through | water | white_background | simple_background | thighs | pink_bikini | sitting | blue_sky | outdoors | day | cloud | bikini_top_only | bottomless | navel | open_shirt | stomach | wet | huge_breasts | underboob | short_sleeves | white_skirt | pleated_skirt | blue_sailor_collar | single_braid | white_serafuku | pink_bow | open_mouth | 1boy | hetero | nipples | solo_focus | sweat | completely_nude | penis | vaginal | heavy_breathing | pussy | motion_lines | side_braid | bar_censor | blurry_background | cowgirl_position | girl_on_top | happy_sex | heart | indoors | mosaic_censoring | pov_crotch | speech_bubble | spread_legs | bare_shoulders | blue_one-piece_swimsuit | competition_school_swimsuit | double-parted_bangs | highleg_swimsuit | straight_hair | from_side | groin | sideboob | black_one-piece_swimsuit | cowboy_shot | standing | arms_behind_back | ass | bright_pupils | chain-link_fence | covered_navel | depth_of_field | gradient_hair | pool | taut_clothes | wet_swimsuit | white_ribbon | 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| 0 | 24 | ![](samples/0/clu0-sample0.png) | ![](samples/0/clu0-sample1.png) | ![](samples/0/clu0-sample2.png) | ![](samples/0/clu0-sample3.png) | ![](samples/0/clu0-sample4.png) | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 1 | 22 | ![](samples/1/clu1-sample0.png) | ![](samples/1/clu1-sample1.png) | ![](samples/1/clu1-sample2.png) | ![](samples/1/clu1-sample3.png) | ![](samples/1/clu1-sample4.png) | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | X | X | | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 2 | 6 | ![](samples/2/clu2-sample0.png) | ![](samples/2/clu2-sample1.png) | ![](samples/2/clu2-sample2.png) | ![](samples/2/clu2-sample3.png) | ![](samples/2/clu2-sample4.png) | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 3 | 36 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | X | | | | X | | X | X | | X | X | | | | X | | | X | X | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 4 | 7 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | 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 | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | 5 | 5 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | 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 | X | X | X | X | X | X | X | X | X |