--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of yuuki_anju/優木あんじゅ (Love Live!) This is the dataset of yuuki_anju/優木あんじゅ (Love Live!), containing 96 images and their tags. The core tags of this character are `long_hair, purple_eyes, brown_hair, hat, breasts, hair_ornament, bangs, orange_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 | 96 | 62.64 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yuuki_anju_lovelive/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 800 | 96 | 50.16 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yuuki_anju_lovelive/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. | | stage3-p480-800 | 175 | 88.21 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yuuki_anju_lovelive/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | | 1200 | 96 | 59.87 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yuuki_anju_lovelive/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 175 | 103.73 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yuuki_anju_lovelive/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/yuuki_anju_lovelive', 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 | 21 |  |  |  |  |  | skirt, smile, white_gloves, thighhighs, 1girl, garter_straps, looking_at_viewer, epaulettes, idol, solo, 2girls, flower, open_mouth | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | skirt | smile | white_gloves | thighhighs | 1girl | garter_straps | looking_at_viewer | epaulettes | idol | solo | 2girls | flower | open_mouth | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:---------------|:-------------|:--------|:----------------|:--------------------|:-------------|:-------|:-------|:---------|:---------|:-------------| | 0 | 21 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X |
许可证：MIT协议 任务类别： - 文本到图像 标签： - 艺术 - 不适合全年龄段观众 规模类别： - 样本数少于1000 # 优木杏树（yuuki_anju/優木あんじゅ，《Love Live!》）数据集 本数据集收录了yuuki_anju/優木あんじゅ（《Love Live!》）相关的96张图像及其标注标签。该角色的核心标注标签为`long_hair, purple_eyes, brown_hair, hat, breasts, hair_ornament, bangs, orange_hair`，本数据集已对上述核心标签进行了剪枝处理。 图像数据从多个二次元图库爬取（例如danbooru、pixiv、zerochan等），自动爬取系统由[DeepGHS团队](https://github.com/deepghs)（[Hugging Face组织](https://huggingface.co/deepghs)）开发运维。 ## 数据包列表 | 数据包名称 | 图像数量 | 体积 | 下载链接 | 类型 | 描述 | |:-----------------|---------:|:-----------|:---------------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------| | 原始数据（raw） | 96 | 62.64 MiB | [下载](https://huggingface.co/datasets/CyberHarem/yuuki_anju_lovelive/resolve/main/dataset-raw.zip) | Waifuc-Raw | 包含元信息的原始数据集（若图像短边长度超过1400像素，则将其对齐至1400像素）。 | | 800分辨率版本 | 96 | 50.16 MiB | [下载](https://huggingface.co/datasets/CyberHarem/yuuki_anju_lovelive/resolve/main/dataset-800.zip) | IMG+TXT | 短边尺寸不超过800像素的数据集。 | | stage3-p480-800 | 175 | 88.21 MiB | [下载](https://huggingface.co/datasets/CyberHarem/yuuki_anju_lovelive/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 三级裁剪数据集，裁剪区域不小于480×480像素。 | | 1200分辨率版本 | 96 | 59.87 MiB | [下载](https://huggingface.co/datasets/CyberHarem/yuuki_anju_lovelive/resolve/main/dataset-1200.zip) | IMG+TXT | 短边尺寸不超过1200像素的数据集。 | | stage3-p480-1200 | 175 | 103.73 MiB | [下载](https://huggingface.co/datasets/CyberHarem/yuuki_anju_lovelive/resolve/main/dataset-stage3-p480-1200.zip) | IMG+TXT | 三级裁剪数据集，裁剪区域不小于480×480像素。 | ### 使用Waifuc加载原始数据集 我们提供了适配[Waifuc](https://deepghs.github.io/waifuc/main/tutorials/installation/index.html)的原始数据集（含标注图像）加载方案。如需使用，请运行以下代码： python import os import zipfile from huggingface_hub import hf_hub_download from waifuc.source import LocalSource # 下载原始压缩包 zip_file = hf_hub_download( repo_id='CyberHarem/yuuki_anju_lovelive', repo_type='dataset', filename='dataset-raw.zip', ) # 解压至指定目录 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']) ## 聚类结果列表 本部分为标签聚类结果，可从中挖掘不同穿搭风格。 ### 原始文本版本 | 序号 | 样本数 | 示例图1 | 示例图2 | 示例图3 | 示例图4 | 示例图5 | 标签 | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:------------------------------------------------------------------------------------------------------------------------------------| | 0 | 21 |  |  |  |  |  | 半身裙、微笑、白色手套、过膝袜、1名少女、袜带、看向镜头、肩章、偶像、单人、2名少女、花朵、张开嘴巴 | ### 表格版本 | 序号 | 样本数 | 示例图1 | 示例图2 | 示例图3 | 示例图4 | 示例图5 | skirt | smile | white_gloves | thighhighs | 1girl | garter_straps | looking_at_viewer | epaulettes | idol | solo | 2girls | flower | open_mouth | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:---------------|:-------------|:--------|:----------------|:--------------------|:-------------|:-------|:-------|:---------|:---------|:-------------| | 0 | 21 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X |
