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CyberHarem/layla_idolmastercinderellagirls

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Hugging Face2024-01-16 更新2024-03-04 收录
下载链接:
https://hf-mirror.com/datasets/CyberHarem/layla_idolmastercinderellagirls
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资源简介:
--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of layla (THE iDOLM@STER: Cinderella Girls) This is the dataset of layla (THE iDOLM@STER: Cinderella Girls), containing 324 images and their tags. The core tags of this character are `blonde_hair, long_hair, dark_skin, dark-skinned_female, aqua_eyes, blue_eyes, bangs`, 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 | 324 | 338.57 MiB | [Download](https://huggingface.co/datasets/CyberHarem/layla_idolmastercinderellagirls/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 800 | 324 | 221.84 MiB | [Download](https://huggingface.co/datasets/CyberHarem/layla_idolmastercinderellagirls/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. | | stage3-p480-800 | 734 | 458.24 MiB | [Download](https://huggingface.co/datasets/CyberHarem/layla_idolmastercinderellagirls/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | | 1200 | 324 | 311.65 MiB | [Download](https://huggingface.co/datasets/CyberHarem/layla_idolmastercinderellagirls/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 734 | 604.15 MiB | [Download](https://huggingface.co/datasets/CyberHarem/layla_idolmastercinderellagirls/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/layla_idolmastercinderellagirls', 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 | ![](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, looking_at_viewer, solo, blush, open_mouth, school_uniform, ribbon, simple_background, smile | | 1 | 10 | ![](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, collared_shirt, neck_ribbon, open_mouth, white_shirt, open_jacket, red_ribbon, school_uniform, blue_jacket, solo, blazer, :d, pleated_skirt, upper_body, white_background, blush, long_sleeves, looking_at_viewer, parted_bangs, simple_background, very_long_hair | | 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, bare_shoulders, solo, choker, detached_sleeves, looking_at_viewer, midriff, necklace, straight_hair, arabian_clothes, bracelet, hair_flower, nail_polish, navel, skirt, smile, closed_mouth, dancer, veil | | 3 | 11 | ![](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, navel, solo, white_bikini, looking_at_viewer, small_breasts, blush, smile, micro_bikini, simple_background, white_background, open_mouth | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | looking_at_viewer | solo | blush | open_mouth | school_uniform | ribbon | simple_background | smile | collared_shirt | neck_ribbon | white_shirt | open_jacket | red_ribbon | blue_jacket | blazer | :d | pleated_skirt | upper_body | white_background | long_sleeves | parted_bangs | very_long_hair | bare_shoulders | choker | detached_sleeves | midriff | necklace | straight_hair | arabian_clothes | bracelet | hair_flower | nail_polish | navel | skirt | closed_mouth | dancer | veil | white_bikini | small_breasts | micro_bikini | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-------|:--------|:-------------|:-----------------|:---------|:--------------------|:--------|:-----------------|:--------------|:--------------|:--------------|:-------------|:--------------|:---------|:-----|:----------------|:-------------|:-------------------|:---------------|:---------------|:-----------------|:-----------------|:---------|:-------------------|:----------|:-----------|:----------------|:------------------|:-----------|:--------------|:--------------|:--------|:--------|:---------------|:---------|:-------|:---------------|:----------------|:---------------| | 0 | 10 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 1 | 10 | ![](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 | | | | | | | | | | | | | | | | | | | | 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 | | | | | 3 | 11 | ![](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 |
提供机构:
CyberHarem
原始信息汇总

数据集概述

数据集名称

Dataset of layla (THE iDOLM@STER: Cinderella Girls)

数据集描述

该数据集包含324张图片及其标签,主要角色特征标签包括blonde_hair, long_hair, dark_skin, dark-skinned_female, aqua_eyes, blue_eyes, bangs

数据集来源

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

数据集包列表

名称 图片数量 大小 类型 描述
raw 324 338.57 MiB 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)。
800 324 221.84 MiB IMG+TXT 短边不超过800像素的数据集。
stage3-p480-800 734 458.24 MiB IMG+TXT 3阶段裁剪数据集,区域不小于480x480像素。
1200 324 311.65 MiB IMG+TXT 短边不超过1200像素的数据集。
stage3-p480-1200 734 604.15 MiB IMG+TXT 3阶段裁剪数据集,区域不小于480x480像素。

标签聚类结果

原始文本版本

# 样本数量 图片示例1 图片示例2 图片示例3 图片示例4 图片示例5 标签
0 10 1girl, looking_at_viewer, solo, blush, open_mouth, school_uniform, ribbon, simple_background, smile
1 10 1girl, collared_shirt, neck_ribbon, open_mouth, white_shirt, open_jacket, red_ribbon, school_uniform, blue_jacket, solo, blazer, :d, pleated_skirt, upper_body, white_background, blush, long_sleeves, looking_at_viewer, parted_bangs, simple_background, very_long_hair
2 6 1girl, bare_shoulders, solo, choker, detached_sleeves, looking_at_viewer, midriff, necklace, straight_hair, arabian_clothes, bracelet, hair_flower, nail_polish, navel, skirt, smile, closed_mouth, dancer, veil
3 11 1girl, navel, solo, white_bikini, looking_at_viewer, small_breasts, blush, smile, micro_bikini, simple_background, white_background, open_mouth

表格版本

# 样本数量 图片示例1 图片示例2 图片示例3 图片示例4 图片示例5 1girl looking_at_viewer solo blush open_mouth school_uniform ribbon simple_background smile collared_shirt neck_ribbon white_shirt open_jacket red_ribbon blue_jacket blazer :d pleated_skirt upper_body white_background long_sleeves parted_bangs very_long_hair bare_shoulders choker detached_sleeves midriff necklace straight_hair arabian_clothes bracelet hair_flower nail_polish navel skirt closed_mouth dancer veil white_bikini small_breasts micro_bikini
0 10 X X X X X X X X X
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