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CyberHarem/ump9_girlsfrontline

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Hugging Face2024-01-13 更新2024-03-04 收录
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https://hf-mirror.com/datasets/CyberHarem/ump9_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 ump9/UMP9/UMP9 (Girls' Frontline) This is the dataset of ump9/UMP9/UMP9 (Girls' Frontline), containing 500 images and their tags. The core tags of this character are `long_hair, brown_hair, scar_across_eye, twintails, bangs, scar_on_face, hair_ornament, hairclip, brown_eyes, ribbon, breasts, bow, hair_bow, hair_between_eyes`, 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 | 500 | 690.37 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ump9_girlsfrontline/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 800 | 500 | 385.66 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ump9_girlsfrontline/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. | | stage3-p480-800 | 1234 | 833.14 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ump9_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | | 1200 | 500 | 609.85 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ump9_girlsfrontline/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 1234 | 1.17 GiB | [Download](https://huggingface.co/datasets/CyberHarem/ump9_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/ump9_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 | 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, black_jacket, black_ribbon, blush, long_sleeves, neck_ribbon, open_jacket, open_mouth, solo, upper_body, white_shirt, looking_at_viewer, scarf, :d, black_bow, simple_background, black_gloves, fingerless_gloves, white_background, hood, :3, armband, hand_up, sidelocks | | 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, black_gloves, black_jacket, black_skirt, fingerless_gloves, looking_at_viewer, neck_ribbon, open_jacket, pleated_skirt, solo, white_background, white_shirt, black_pantyhose, black_ribbon, blush, hooded_jacket, simple_background, armband, red_eyes, smile, belt, long_sleeves, black_bow, scarf, sitting, hood_down, closed_mouth | | 2 | 22 | ![](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, black_gloves, black_jacket, fingerless_gloves, looking_at_viewer, solo, submachine_gun, white_shirt, black_skirt, open_jacket, holding_gun, smile, closed_mouth, h&k_ump, black_pantyhose, pleated_skirt, black_ribbon, blush, hooded_jacket, simple_background, neck_ribbon, white_background, scarf, standing | | 3 | 6 | ![](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, black_footwear, black_jacket, black_pantyhose, looking_at_viewer, simple_background, solo, white_background, black_gloves, black_skirt, boots, fingerless_gloves, open_mouth, scar, white_shirt, sitting, smile | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_jacket | black_ribbon | blush | long_sleeves | neck_ribbon | open_jacket | open_mouth | solo | upper_body | white_shirt | looking_at_viewer | scarf | :d | black_bow | simple_background | black_gloves | fingerless_gloves | white_background | hood | :3 | armband | hand_up | sidelocks | black_skirt | pleated_skirt | black_pantyhose | hooded_jacket | red_eyes | smile | belt | sitting | hood_down | closed_mouth | submachine_gun | holding_gun | h&k_ump | standing | black_footwear | boots | scar | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:---------------|:--------|:---------------|:--------------|:--------------|:-------------|:-------|:-------------|:--------------|:--------------------|:--------|:-----|:------------|:--------------------|:---------------|:--------------------|:-------------------|:-------|:-----|:----------|:----------|:------------|:--------------|:----------------|:------------------|:----------------|:-----------|:--------|:-------|:----------|:------------|:---------------|:-----------------|:--------------|:----------|:-----------|:-----------------|:--------|:-------| | 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 | X | X | X | X | X | X | 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 | X | X | X | X | X | X | | | | | | | | | 2 | 22 | ![](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 | | | | X | X | X | X | X | | | | | 3 | 6 | ![](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 | | | X | | X | | | | | | | X | X | X |
提供机构:
CyberHarem
原始信息汇总

数据集概述

数据集信息

  • 名称: Dataset of ump9/UMP9/UMP9 (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

  • 图像数量: 500张
  • 核心标签: long_hair, brown_hair, scar_across_eye, twintails, bangs, scar_on_face, hair_ornament, hairclip, brown_eyes, ribbon, breasts, bow, hair_bow, hair_between_eyes

数据包列表

名称 图像数量 大小 类型 描述
raw 500 690.37 MiB Waifuc-Raw 原始数据,包含元信息(最小边对齐到1400像素,如果更大)。
800 500 385.66 MiB IMG+TXT 短边不超过800像素的数据集。
stage3-p480-800 1234 833.14 MiB IMG+TXT 3阶段裁剪数据集,区域不小于480x480像素。
1200 500 609.85 MiB IMG+TXT 短边不超过1200像素的数据集。
stage3-p480-1200 1234 1.17 GiB 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 图像示例 标签
0 10 1girl, black_jacket, black_ribbon, blush, long_sleeves, neck_ribbon, open_jacket, open_mouth, solo, upper_body, white_shirt, looking_at_viewer, scarf, :d, black_bow, simple_background, black_gloves, fingerless_gloves, white_background, hood, :3, armband, hand_up, sidelocks
1 10 1girl, black_gloves, black_jacket, black_skirt, fingerless_gloves, looking_at_viewer, neck_ribbon, open_jacket, pleated_skirt, solo, white_background, white_shirt, black_pantyhose, black_ribbon, blush, hooded_jacket, simple_background, armband, red_eyes, smile, belt, long_sleeves, black_bow, scarf, sitting, hood_down, closed_mouth
2 22 1girl, black_gloves, black_jacket, fingerless_gloves, looking_at_viewer, solo, submachine_gun, white_shirt, black_skirt, open_jacket, holding_gun, smile, closed_mouth, h&k_ump, black_pantyhose, pleated_skirt, black_ribbon, blush, hooded_jacket, simple_background, neck_ribbon, white_background, scarf, standing
3 6 1girl, black_footwear, black_jacket, black_pantyhose, looking_at_viewer, simple_background, solo, white_background, black_gloves, black_skirt, boots, fingerless_gloves, open_mouth, scar, white_shirt, sitting, smile

表格版本

# 样本数量 图像示例 标签
0 10 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
1 10 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
2 22 X, X, X, X, , X, X, , X, , , X, X, X, X, X, X, X, X, X, X, , X, X, X, , , , , X
3 6 X, X, , , , , , X, X, X, X, X, X, X, X, , , , , , , , , , , , , , , , X
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