CyberHarem/aru_bluearchive

--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of aru/陸八魔アル/阿露 (Blue Archive) This is the dataset of aru/陸八魔アル/阿露 (Blue Archive), containing 500 images and their tags. The core tags of this character are `horns, long_hair, pink_hair, halo, breasts, demon_horns, yellow_eyes, ribbon, large_breasts, neck_ribbon, red_ribbon`, 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 | 1.08 GiB | [Download](https://huggingface.co/datasets/CyberHarem/aru_bluearchive/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 1200 | 500 | 885.33 MiB | [Download](https://huggingface.co/datasets/CyberHarem/aru_bluearchive/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 1385 | 1.81 GiB | [Download](https://huggingface.co/datasets/CyberHarem/aru_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/aru_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 | 10 |  |  |  |  |  | 1girl, black_skirt, brown_coat, coat_on_shoulders, collared_shirt, fur-trimmed_coat, long_sleeves, looking_at_viewer, simple_background, solo, white_background, white_shirt, blush, white_gloves, side_slit, open_mouth, pencil_skirt, blunt_bangs, cowboy_shot, :d, high-waist_skirt | | 1 | 7 |  |  |  |  |  | 1girl, black_skirt, coat_on_shoulders, collared_shirt, long_sleeves, looking_at_viewer, simple_background, smile, solo, white_gloves, white_shirt, blunt_bangs, brown_coat, closed_mouth, fur-trimmed_coat, white_background, blush, high-waist_skirt | | 2 | 5 |  |  |  |  |  | 1girl, black_skirt, brown_coat, coat_on_shoulders, collared_shirt, fur-trimmed_coat, long_sleeves, looking_at_viewer, pencil_skirt, simple_background, sitting, smile, solo, white_gloves, white_shirt, closed_mouth, crossed_legs, feet_out_of_frame, jacket, thighs, white_background, high-waist_skirt, blush, orange_eyes | | 3 | 10 |  |  |  |  |  | 1girl, black_skirt, collared_shirt, holding_phone, long_sleeves, looking_at_viewer, sitting, solo, white_shirt, high-waist_skirt, pencil_skirt, smile, coat_on_shoulders, fur-trimmed_coat, blush, closed_mouth, corded_phone, crossed_legs, indoors, thighs, shirt_tucked_in, brown_coat, antique_phone, bare_legs, office_chair, orange_eyes, rotary_phone, swivel_chair, window_blinds | | 4 | 12 |  |  |  |  |  | 1girl, black_skirt, collared_shirt, fur-trimmed_coat, holding_gun, long_sleeves, sniper_rifle, solo, white_shirt, smile, white_gloves, coat_on_shoulders, high-waist_skirt, looking_at_viewer, pencil_skirt, closed_mouth, blush, feet_out_of_frame, scope | | 5 | 11 |  |  |  |  |  | 1girl, alternate_costume, blush, cleavage, looking_at_viewer, necklace, red_dress, simple_background, white_background, white_gloves, side_slit, smile, solo, strapless_dress, elbow_gloves, closed_mouth, collarbone, earrings, hand_on_own_hip, red_hair, bare_shoulders, brown_horns, coat_on_shoulders, red_footwear, evening_gown, full_body, high_heels, standing | | 6 | 5 |  |  |  |  |  | 1girl, alternate_costume, cleavage, coat_on_shoulders, earrings, looking_at_viewer, necklace, red_dress, side_slit, smile, solo, white_gloves, collarbone, handbag, blush, flower, jacket_on_shoulders, open_mouth, simple_background, white_background, covered_navel, elbow_gloves, holding_bag, red_coat | | 7 | 6 |  |  |  |  |  | 1girl, alternate_costume, bare_shoulders, cleavage, looking_at_viewer, red_dress, smile, solo, strapless_dress, white_gloves, blush, collarbone, rose, side_slit, earrings, necklace, covered_navel, elbow_gloves | | 8 | 9 |  |  |  |  |  | 1girl, cleavage, looking_at_viewer, playboy_bunny, solo, alternate_costume, blush, detached_collar, fake_animal_ears, rabbit_ears, strapless_leotard, bare_shoulders, black_leotard, black_pantyhose, simple_background, smile, white_background, brown_pantyhose, closed_mouth, open_mouth, red_bowtie | | 9 | 18 |  |  |  |  |  | 1girl, hair_flower, official_alternate_costume, floral_print, fur-trimmed_kimono, long_sleeves, obi, solo, red_kimono, black_gloves, wide_sleeves, looking_at_viewer, hair_bun, smile, blush, closed_mouth, outdoors, print_kimono, red_hair | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_skirt | brown_coat | coat_on_shoulders | collared_shirt | fur-trimmed_coat | long_sleeves | looking_at_viewer | simple_background | solo | white_background | white_shirt | blush | white_gloves | side_slit | open_mouth | pencil_skirt | blunt_bangs | cowboy_shot | :d | high-waist_skirt | smile | closed_mouth | sitting | crossed_legs | feet_out_of_frame | jacket | thighs | orange_eyes | holding_phone | corded_phone | indoors | shirt_tucked_in | antique_phone | bare_legs | office_chair | rotary_phone | swivel_chair | window_blinds | holding_gun | sniper_rifle | scope | alternate_costume | cleavage | necklace | red_dress | strapless_dress | elbow_gloves | collarbone | earrings | hand_on_own_hip | red_hair | bare_shoulders | brown_horns | red_footwear | evening_gown | full_body | high_heels | standing | handbag | flower | jacket_on_shoulders | covered_navel | holding_bag | red_coat | rose | playboy_bunny | detached_collar | fake_animal_ears | rabbit_ears | strapless_leotard | black_leotard | black_pantyhose | brown_pantyhose | red_bowtie | hair_flower | official_alternate_costume | floral_print | fur-trimmed_kimono | obi | red_kimono | black_gloves | wide_sleeves | hair_bun | outdoors | print_kimono | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------|:-------------|:--------------------|:-----------------|:-------------------|:---------------|:--------------------|:--------------------|:-------|:-------------------|:--------------|:--------|:---------------|:------------|:-------------|:---------------|:--------------|:--------------|:-----|:-------------------|:--------|:---------------|:----------|:---------------|:--------------------|:---------|:---------|:--------------|:----------------|:---------------|:----------|:------------------|:----------------|:------------|:---------------|:---------------|:---------------|:----------------|:--------------|:---------------|:--------|:--------------------|:-----------|:-----------|:------------|:------------------|:---------------|:-------------|:-----------|:------------------|:-----------|:-----------------|:--------------|:---------------|:---------------|:------------|:-------------|:-----------|:----------|:---------|:----------------------|:----------------|:--------------|:-----------|:-------|:----------------|:------------------|:-------------------|:--------------|:--------------------|:----------------|:------------------|:------------------|:-------------|:--------------|:-----------------------------|:---------------|:---------------------|:------|:-------------|:---------------|:---------------|:-----------|:-----------|:---------------| | 0 | 10 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 1 | 7 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | X | | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 2 | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 3 | 10 |  |  |  |  |  | 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 | 12 |  |  |  |  |  | X | X | | X | X | X | X | X | | X | | X | X | X | | | X | | | | X | X | X | | | X | | | | | | | | | | | | | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 5 | 11 |  |  |  |  |  | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 6 | 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 | | | | | | | | | | | | | | | | | | | | | | | 7 | 6 |  |  |  |  |  | X | | | | | | | X | | X | | | X | X | X | | | | | | | X | | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | | | X | | | | | | | | | | X | | | X | | | | | | | | | | | | | | | | | | | | | | 8 | 9 |  |  |  |  |  | X | | | | | | | X | X | X | X | | X | | | X | | | | | | X | X | | | | | | | | | | | | | | | | | | | | X | X | | | | | | | | | X | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | 9 | 18 |  |  |  |  |  | X | | | | | | X | X | | X | | | X | | | | | | | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | X |This is an image dataset centered on the character Aru (Rokuhama Aru / 阿露) from the game *Blue Archive*. It contains 500 images and their corresponding annotation tags. The core annotation tags include `horns, long_hair, pink_hair, halo, breasts, demon_horns, yellow_eyes, ribbon, large_breasts, neck_ribbon, red_ribbon`. The images were scraped from multiple platforms such as Danbooru, Pixiv, Zerochan and other similar websites, with the scraping system powered by the DeepGHS Team. The dataset offers multiple download options, including the raw data, 1200-pixel resolution version, and three-stage cropped version. Additionally, code examples for loading the raw dataset via waifuc are provided.

原始信息汇总

数据集概述：aru/陸八魔アル/阿露 (Blue Archive)

数据集基本信息

• 名称：aru/陸八魔アル/阿露 (Blue Archive)
• 包含内容：500张图像及其标签
• 核心标签：horns, long_hair, pink_hair, halo, breasts, demon_horns, yellow_eyes, ribbon, large_breasts, neck_ribbon, red_ribbon
• 许可：MIT
• 任务类别：text-to-image
• 标签：art, not-for-all-audiences
• 大小类别：n<1K

数据集包详情

名称	图像数量	大小	类型	描述
raw	500	1.08 GiB	Waifuc-Raw	包含元信息的原始数据，最小边对齐到1400像素（如果更大）。
1200	500	885.33 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	1385	1.81 GiB	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。

数据集使用示例

• 加载方式：通过waifuc加载原始数据集，包括带标签的图像。
• 示例代码：提供了Python代码示例，用于下载和提取数据集，并通过waifuc加载。

数据集标签集群

• 集群列表：提供了多个标签集群，每个集群包含一组具有相似标签的图像样本。
• 集群示例：每个集群详细列出了样本数量、图像示例及其对应的标签。

集群标签示例

#	样本数量	标签
0	10	1girl, black_skirt, brown_coat, coat_on_shoulders, collared_shirt, fur-trimmed_coat, ...
1	7	1girl, black_skirt, coat_on_shoulders, collared_shirt, long_sleeves, looking_at_viewer, ...
...	...	...

此数据集适用于艺术创作和特定观众群体，提供了丰富的图像资源和详细的标签信息，便于进行文本到图像的生成任务。

搜集汇总

背景与挑战

背景概述

该数据集用于文本到图像任务，包含1000至10000个样本，内容为艺术相关图像，但标记为可能包含不适合所有观众的敏感内容，采用MIT开源许可证。