--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of hoshino/小鳥遊ホシノ/星野 (Blue Archive) This is the dataset of hoshino/小鳥遊ホシノ/星野 (Blue Archive), containing 500 images and their tags. The core tags of this character are `pink_hair, ahoge, halo, long_hair, hair_between_eyes, blue_eyes, yellow_eyes, pink_halo, heterochromia, very_long_hair, fang`, 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 | 960.77 MiB | [Download](https://huggingface.co./datasets/CyberHarem/hoshino_bluearchive/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 1200 | 500 | 779.36 MiB | [Download](https://huggingface.co./datasets/CyberHarem/hoshino_bluearchive/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 1366 | 1.62 GiB | [Download](https://huggingface.co./datasets/CyberHarem/hoshino_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/hoshino_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 | 16 | ![](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, black_skirt, blue_necktie, collared_shirt, looking_at_viewer, open_mouth, plaid_skirt, pleated_skirt, white_shirt, black_gloves, fingerless_gloves, solo, blush, simple_background, smile, white_background, one_eye_closed, id_card, chest_harness, puffy_long_sleeves | | 1 | 5 | ![](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, black_skirt, chest_harness, collared_shirt, holding_gun, long_sleeves, plaid_skirt, pleated_skirt, solo, white_shirt, black_gloves, blue_necktie, fingerless_gloves, id_card, closed_mouth, holding_shield, looking_at_viewer, parted_lips, shotgun_shell | | 2 | 9 | ![](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, black_one-piece_swimsuit, blush, school_swimsuit, short_hair, solo, collarbone, covered_navel, simple_background, looking_at_viewer, small_breasts, white_background, bare_arms, open_mouth, bare_shoulders, blue_one-piece_swimsuit, parted_lips, standing | | 3 | 20 | ![](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) | 1girl, eyewear_on_head, frilled_bikini, looking_at_viewer, low_twintails, official_alternate_costume, open_mouth, solo, sunglasses, white_bikini, blue_jacket, blush, collarbone, hair_bobbles, navel, open_jacket, long_sleeves, off_shoulder, small_breasts, outdoors, stomach, day, ocean, bare_shoulders, blue-tinted_eyewear, beach, blue_sky, cloud, inflatable_toy, :d, white-framed_eyewear | | 4 | 9 | ![](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) | 1girl, solo, bare_shoulders, blush, collarbone, looking_at_viewer, open_mouth, white_dress, off-shoulder_dress, smile, official_alternate_costume, shoulder_bag, frilled_dress | | 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) | black_dress, blush, enmaided, frilled_apron, maid_apron, open_mouth, smile, white_apron, 1girl, black_footwear, looking_at_viewer, maid_headdress, one_eye_closed, puffy_sleeves, shoes, short_sleeves, white_pantyhose, 2girls, closed_eyes, frilled_dress, garter_straps, indoors, long_sleeves, skin_fang, solo_focus, white_thighhighs | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_skirt | blue_necktie | collared_shirt | looking_at_viewer | open_mouth | plaid_skirt | pleated_skirt | white_shirt | black_gloves | fingerless_gloves | solo | blush | simple_background | smile | white_background | one_eye_closed | id_card | chest_harness | puffy_long_sleeves | holding_gun | long_sleeves | closed_mouth | holding_shield | parted_lips | shotgun_shell | black_one-piece_swimsuit | school_swimsuit | short_hair | collarbone | covered_navel | small_breasts | bare_arms | bare_shoulders | blue_one-piece_swimsuit | standing | eyewear_on_head | frilled_bikini | low_twintails | official_alternate_costume | sunglasses | white_bikini | blue_jacket | hair_bobbles | navel | open_jacket | off_shoulder | outdoors | stomach | day | ocean | blue-tinted_eyewear | beach | blue_sky | cloud | inflatable_toy | :d | white-framed_eyewear | white_dress | off-shoulder_dress | shoulder_bag | frilled_dress | black_dress | enmaided | frilled_apron | maid_apron | white_apron | black_footwear | maid_headdress | puffy_sleeves | shoes | short_sleeves | white_pantyhose | 2girls | closed_eyes | garter_straps | indoors | skin_fang | solo_focus | white_thighhighs | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------|:---------------|:-----------------|:--------------------|:-------------|:--------------|:----------------|:--------------|:---------------|:--------------------|:-------|:--------|:--------------------|:--------|:-------------------|:-----------------|:----------|:----------------|:---------------------|:--------------|:---------------|:---------------|:-----------------|:--------------|:----------------|:---------------------------|:------------------|:-------------|:-------------|:----------------|:----------------|:------------|:-----------------|:--------------------------|:-----------|:------------------|:-----------------|:----------------|:-----------------------------|:-------------|:---------------|:--------------|:---------------|:--------|:--------------|:---------------|:-----------|:----------|:------|:--------|:----------------------|:--------|:-----------|:--------|:-----------------|:-----|:-----------------------|:--------------|:---------------------|:---------------|:----------------|:--------------|:-----------|:----------------|:-------------|:--------------|:-----------------|:-----------------|:----------------|:--------|:----------------|:------------------|:---------|:--------------|:----------------|:----------|:------------|:-------------|:-------------------| | 0 | 16 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 1 | 5 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 2 | 9 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 3 | 20 | ![](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 | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | 4 | 9 | ![](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 | | | | | | | | | | | | | | | | | | | | 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 |