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CyberHarem/pps_43_girlsfrontline

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Hugging Face2024-01-13 更新2024-03-04 收录
下载链接:
https://hf-mirror.com/datasets/CyberHarem/pps_43_girlsfrontline
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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 pps_43/PPS-43/PPS-43 (Girls' Frontline) This is the dataset of pps_43/PPS-43/PPS-43 (Girls' Frontline), containing 25 images and their tags. The core tags of this character are `bangs, hair_ornament, pink_hair, braid, hat, long_hair, hairclip, red_eyes, very_long_hair, single_braid, pink_eyes, black_headwear, animal_ears, hair_between_eyes, thick_eyebrows`, 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 | 25 | 24.59 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pps_43_girlsfrontline/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 800 | 25 | 13.98 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pps_43_girlsfrontline/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. | | stage3-p480-800 | 61 | 32.00 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pps_43_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | | 1200 | 25 | 21.63 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pps_43_girlsfrontline/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 61 | 44.44 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pps_43_girlsfrontline/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/pps_43_girlsfrontline', 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 | 25 | ![](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, long_sleeves, simple_background, solo, striped_shirt, looking_at_viewer, white_background, pleated_skirt, russian_text, blush, jacket, closed_mouth, white_sailor_collar, holding, white_gloves, white_skirt, white_thighhighs, gun, open_mouth | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | long_sleeves | simple_background | solo | striped_shirt | looking_at_viewer | white_background | pleated_skirt | russian_text | blush | jacket | closed_mouth | white_sailor_collar | holding | white_gloves | white_skirt | white_thighhighs | gun | open_mouth | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:--------------------|:-------|:----------------|:--------------------|:-------------------|:----------------|:---------------|:--------|:---------|:---------------|:----------------------|:----------|:---------------|:--------------|:-------------------|:------|:-------------| | 0 | 25 | ![](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 |
提供机构:
CyberHarem
原始信息汇总

数据集概述

名称: pps_43/PPS-43/PPS-43 (Girls Frontline)

描述: 该数据集包含25张图像及其标签,主要描绘了角色pps_43/PPS-43/PPS-43 (Girls Frontline)。

核心标签: 包括bangs, hair_ornament, pink_hair, braid, hat, long_hair, hairclip, red_eyes, very_long_hair, single_braid, pink_eyes, black_headwear, animal_ears, hair_between_eyes, thick_eyebrows

数据来源: 图像从多个网站(如danbooru, pixiv, zerochan等)爬取,由DeepGHS Team提供技术支持。

许可证: MIT

数据集包列表

名称 图像数量 大小 类型 描述
raw 25 24.59 MiB Waifuc-Raw 包含元信息的原始数据,最小边对齐至1400像素(如果更大)。
800 25 13.98 MiB IMG+TXT 短边不超过800像素的数据集。
stage3-p480-800 61 32.00 MiB IMG+TXT 三阶段裁剪数据集,区域不小于480x480像素。
1200 25 21.63 MiB IMG+TXT 短边不超过1200像素的数据集。
stage3-p480-1200 61 44.44 MiB IMG+TXT 三阶段裁剪数据集,区域不小于480x480像素。

数据集加载示例

使用waifuc加载原始数据集的示例代码:

python import os import zipfile

from huggingface_hub import hf_hub_download from waifuc.source import LocalSource

下载原始存档文件

zip_file = hf_hub_download( repo_id=CyberHarem/pps_43_girlsfrontline, repo_type=dataset, filename=dataset-raw.zip, )

解压文件到指定目录

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

# 样本数 图像示例 标签
0 25 1girl, long_sleeves, simple_background, solo, striped_shirt, looking_at_viewer, white_background, pleated_skirt, russian_text, blush, jacket, closed_mouth, white_sailor_collar, holding, white_gloves, white_skirt, white_thighhighs, gun, open_mouth
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