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CyberHarem/gr_g41_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/gr_g41_girlsfrontline
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--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of gr_g41/GrG41/G41 (Girls' Frontline) This is the dataset of gr_g41/GrG41/G41 (Girls' Frontline), containing 397 images and their tags. The core tags of this character are `long_hair, blonde_hair, animal_ears, very_long_hair, hair_between_eyes, blue_eyes, red_eyes, heterochromia, bangs, breasts, hair_ornament, small_breasts, twintails`, 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 | 397 | 577.98 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_g41_girlsfrontline/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 800 | 397 | 307.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_g41_girlsfrontline/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. | | stage3-p480-800 | 1015 | 688.18 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_g41_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | | 1200 | 397 | 504.44 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_g41_girlsfrontline/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 1015 | 984.87 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gr_g41_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/gr_g41_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 | 6 | ![](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, barcode_tattoo, blush, looking_at_viewer, navel, solo, white_panties, babydoll, blue_rose, cat_ears, low-tied_long_hair, simple_background, white_background, groin, smile, collarbone | | 1 | 21 | ![](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) | assault_rifle, thighhighs, white_panties, 1girl, mismatched_legwear, solo, looking_at_viewer, blush, gloves, navel, barcode_tattoo, holding_gun, low-tied_long_hair, smile, cat_ears, open_mouth, simple_background, white_background, fang, blue_flower, boots, mechanical_arms | | 2 | 5 | ![](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, blush, looking_at_viewer, navel, open_mouth, simple_background, solo, thighhighs, white_panties, :d, mismatched_legwear, white_background, fang, gloves, blue_rose, cat_ears, heart, mechanical_arms, thigh_strap | | 3 | 5 | ![](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, chibi, open_mouth, white_background, blush, simple_background, solo, closed_eyes, fang, :3, >_<, xd | | 4 | 7 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | 1girl, bare_shoulders, blush, collarbone, covered_navel, hair_bow, hair_ribbon, name_tag, official_alternate_costume, open_mouth, purple_ribbon, simple_background, solo, white_background, white_bow, white_one-piece_swimsuit, :d, character_name, fang, looking_at_viewer, low-tied_long_hair, cowboy_shot, old_school_swimsuit, side_braid, checkered_clothes, heart, thighs, black_gloves, hands_up, single_braid, standing | | 5 | 6 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | 1girl, black_thighhighs, blush, collarbone, hair_bow, name_tag, official_alternate_costume, open_mouth, single_thighhigh, solo, white_background, white_one-piece_swimsuit, barefoot, covered_navel, fang, looking_at_viewer, low-tied_long_hair, side_braid, simple_background, hair_ribbon, black_gloves, character_name, checkered_clothes, full_body, old_school_swimsuit, purple_ribbon, sitting, white_bow | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | barcode_tattoo | blush | looking_at_viewer | navel | solo | white_panties | babydoll | blue_rose | cat_ears | low-tied_long_hair | simple_background | white_background | groin | smile | collarbone | assault_rifle | thighhighs | mismatched_legwear | gloves | holding_gun | open_mouth | fang | blue_flower | boots | mechanical_arms | :d | heart | thigh_strap | chibi | closed_eyes | :3 | >_< | xd | bare_shoulders | covered_navel | hair_bow | hair_ribbon | name_tag | official_alternate_costume | purple_ribbon | white_bow | white_one-piece_swimsuit | character_name | cowboy_shot | old_school_swimsuit | side_braid | checkered_clothes | thighs | black_gloves | hands_up | single_braid | standing | black_thighhighs | single_thighhigh | barefoot | full_body | sitting | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:--------|:--------------------|:--------|:-------|:----------------|:-----------|:------------|:-----------|:---------------------|:--------------------|:-------------------|:--------|:--------|:-------------|:----------------|:-------------|:---------------------|:---------|:--------------|:-------------|:-------|:--------------|:--------|:------------------|:-----|:--------|:--------------|:--------|:--------------|:-----|:------|:-----|:-----------------|:----------------|:-----------|:--------------|:-----------|:-----------------------------|:----------------|:------------|:---------------------------|:-----------------|:--------------|:----------------------|:-------------|:--------------------|:---------|:---------------|:-----------|:---------------|:-----------|:-------------------|:-------------------|:-----------|:------------|:----------| | 0 | 6 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 1 | 21 | ![](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 | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 2 | 5 | ![](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 | 5 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | 4 | 7 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | 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 | X | X | | | | | | | 5 | 6 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | 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 |
提供机构:
CyberHarem
原始信息汇总

数据集概述

基本信息

  • 名称: Dataset of gr_g41/GrG41/G41 (Girls Frontline)
  • 许可证: MIT
  • 任务类别: text-to-image
  • 标签: art, not-for-all-audiences
  • 大小类别: n<1K

数据集内容

  • 描述: 包含397张图像及其标签,主要标签包括long_hair, blonde_hair, animal_ears, very_long_hair, hair_between_eyes, blue_eyes, red_eyes, heterochromia, bangs, breasts, hair_ornament, small_breasts, twintails
  • 来源: 图像从多个网站(如danbooru, pixiv, zerochan等)自动爬取,由DeepGHS Team提供技术支持。

数据集包

名称 图像数量 大小 类型 描述
raw 397 577.98 MiB Waifuc-Raw 原始数据,包含元信息,最小边缘对齐至1400像素(如果更大)。
800 397 307.96 MiB IMG+TXT 短边不超过800像素的图像数据集。
stage3-p480-800 1015 688.18 MiB IMG+TXT 三阶段裁剪数据集,区域不小于480x480像素。
1200 397 504.44 MiB IMG+TXT 短边不超过1200像素的图像数据集。
stage3-p480-1200 1015 984.87 MiB IMG+TXT 三阶段裁剪数据集,区域不小于480x480像素。

数据集加载

  • 工具: 使用waifuc加载原始数据集。
  • 代码示例: 提供Python代码用于下载和提取数据集,以及使用waifuc加载数据集的示例。

标签聚类结果

  • 描述: 提供标签聚类结果,可能包含可挖掘的服装信息。
  • 示例: 列出不同聚类的样本图像及其标签,包括1girl, barcode_tattoo, blush等标签。
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