CyberHarem/mina_bluearchive

--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of mina/近衛ミナ/南 (Blue Archive) This is the dataset of mina/近衛ミナ/南 (Blue Archive), containing 135 images and their tags. The core tags of this character are `long_hair, breasts, halo, sunglasses, green_hair, hair_over_one_eye, eyewear_on_head, red_eyes, hair_ornament, large_breasts, hair_rings`, 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 | 135 | 250.14 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mina_bluearchive/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 1200 | 135 | 207.60 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mina_bluearchive/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 366 | 415.48 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mina_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/mina_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 | 26 |  |  |  |  |  | 1girl, black_necktie, high-waist_pants, looking_at_viewer, white_shirt, black_gloves, black_pants, solo, jacket, long_sleeves, coat_on_shoulders, collared_shirt, simple_background, white_background, closed_mouth, hair_stick, striped_coat, holding | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_necktie | high-waist_pants | looking_at_viewer | white_shirt | black_gloves | black_pants | solo | jacket | long_sleeves | coat_on_shoulders | collared_shirt | simple_background | white_background | closed_mouth | hair_stick | striped_coat | holding | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:----------------|:-------------------|:--------------------|:--------------|:---------------|:--------------|:-------|:---------|:---------------|:--------------------|:-----------------|:--------------------|:-------------------|:---------------|:-------------|:---------------|:----------| | 0 | 26 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X |

原始信息汇总

数据集概述

数据集名称

Dataset of mina/近衛ミナ/南 (Blue Archive)

数据集描述

该数据集包含135张图片及其标签，主要角色标签包括long_hair, breasts, halo, sunglasses, green_hair, hair_over_one_eye, eyewear_on_head, red_eyes, hair_ornament, large_breasts, hair_rings。

数据集来源

图片从多个网站（如danbooru, pixiv, zerochan等）爬取，爬虫系统由DeepGHS Team开发。

数据集包列表

名称	图片数量	大小	下载链接	类型	描述
raw	135	250.14 MiB	Download	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	135	207.60 MiB	Download	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	366	415.48 MiB	Download	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。

数据集加载

使用Waifuc加载原始数据集

python import os import zipfile

from huggingface_hub import hf_hub_download from waifuc.source import LocalSource

下载原始归档文件

zip_file = hf_hub_download( repo_id=CyberHarem/mina_bluearchive, repo_type=dataset, filename=dataset-raw.zip, )

提取文件到指定目录

dataset_dir = dataset_dir os.makedirs(dataset_dir, exist_ok=True) with zipfile.ZipFile(zip_file, r) as zf: zf.extractall(dataset_dir)

使用waifuc加载数据集

source = LocalSource(dataset_dir) for item in source: print(item.image, item.meta[filename], item.meta[tags])

标签聚类结果

原始文本版本

#	样本数量	Img-1	Img-2	Img-3	Img-4	Img-5	标签
0	26						1girl, black_necktie, high-waist_pants, looking_at_viewer, white_shirt, black_gloves, black_pants, solo, jacket, long_sleeves, coat_on_shoulders, collared_shirt, simple_background, white_background, closed_mouth, hair_stick, striped_coat, holding

表格版本

#	样本数量	Img-1	Img-2	Img-3	Img-4	Img-5	1girl	black_necktie	high-waist_pants	looking_at_viewer	white_shirt	black_gloves	black_pants	solo	jacket	long_sleeves	coat_on_shoulders	collared_shirt	simple_background	white_background	closed_mouth	hair_stick	striped_coat	holding
0	26						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X