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CyberHarem/isla_fanart_plasticmemories

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Hugging Face2024-02-02 更新2024-03-04 收录
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https://hf-mirror.com/datasets/CyberHarem/isla_fanart_plasticmemories
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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 [Anime-based] Isla (Plastic Memories) This is the dataset of [Anime-based] Isla (Plastic Memories), containing 130 images and their tags. The core tags of this character are `long_hair, red_eyes, ahoge, twintails, white_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 | 130 | 171.52 MiB | [Download](https://huggingface.co/datasets/CyberHarem/isla_fanart_plasticmemories/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 800 | 130 | 94.34 MiB | [Download](https://huggingface.co/datasets/CyberHarem/isla_fanart_plasticmemories/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. | | stage3-p480-800 | 321 | 209.24 MiB | [Download](https://huggingface.co/datasets/CyberHarem/isla_fanart_plasticmemories/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | | 1200 | 130 | 148.42 MiB | [Download](https://huggingface.co/datasets/CyberHarem/isla_fanart_plasticmemories/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 321 | 294.47 MiB | [Download](https://huggingface.co/datasets/CyberHarem/isla_fanart_plasticmemories/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/isla_fanart_plasticmemories', 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 | 5 | ![](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, boots, detached_sleeves, employee_uniform, necktie, solo, white_footwear, skirt, looking_at_viewer | | 1 | 9 | ![](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, detached_sleeves, solo, necktie, blush, employee_uniform, looking_at_viewer, smile, sitting | | 2 | 7 | ![](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) | bangs, closed_mouth, collared_shirt, detached_sleeves, hair_between_eyes, red_necktie, sleeveless_shirt, 1girl, blush, long_sleeves, looking_at_viewer, solo, black_shirt, very_long_hair, simple_background, smile, white_background, white_shirt, white_skirt, bare_shoulders, uniform, upper_body | | 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, coat, plaid_scarf, blush, red_scarf, solo, hair_between_eyes, closed_eyes, facing_viewer, long_sleeves, scarf_over_mouth, upper_body | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | boots | detached_sleeves | employee_uniform | necktie | solo | white_footwear | skirt | looking_at_viewer | blush | smile | sitting | bangs | closed_mouth | collared_shirt | hair_between_eyes | red_necktie | sleeveless_shirt | long_sleeves | black_shirt | very_long_hair | simple_background | white_background | white_shirt | white_skirt | bare_shoulders | uniform | upper_body | coat | plaid_scarf | red_scarf | closed_eyes | facing_viewer | scarf_over_mouth | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:-------------------|:-------------------|:----------|:-------|:-----------------|:--------|:--------------------|:--------|:--------|:----------|:--------|:---------------|:-----------------|:--------------------|:--------------|:-------------------|:---------------|:--------------|:-----------------|:--------------------|:-------------------|:--------------|:--------------|:-----------------|:----------|:-------------|:-------|:--------------|:------------|:--------------|:----------------|:-------------------| | 0 | 5 | ![](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 | 9 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | 2 | 7 | ![](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 | | | | | | | | 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 |
提供机构:
CyberHarem
原始信息汇总

数据集概述

基本信息

  • 名称: [Anime-based] Isla (Plastic Memories)
  • 许可证: MIT
  • 任务类别: 文本到图像
  • 标签: 艺术, 非所有受众
  • 大小类别: n<1K

数据集描述

该数据集包含130张图片及其标签,主要标签包括long_hair, red_eyes, ahoge, twintails, white_hair

数据来源

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 130 171.52 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)。
800 130 94.34 MiB IMG+TXT 短边不超过800像素的数据集。
stage3-p480-800 321 209.24 MiB IMG+TXT 3阶段裁剪数据集,区域不小于480x480像素。
1200 130 148.42 MiB IMG+TXT 短边不超过1200像素的数据集。
stage3-p480-1200 321 294.47 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1 图片2 图片3 图片4 图片5 标签
0 5 1girl, boots, detached_sleeves, employee_uniform, necktie, solo, white_footwear, skirt, looking_at_viewer
1 9 1girl, detached_sleeves, solo, necktie, blush, employee_uniform, looking_at_viewer, smile, sitting
2 7 bangs, closed_mouth, collared_shirt, detached_sleeves, hair_between_eyes, red_necktie, sleeveless_shirt, 1girl, blush, long_sleeves, looking_at_viewer, solo, black_shirt, very_long_hair, simple_background, smile, white_background, white_shirt, white_skirt, bare_shoulders, uniform, upper_body
3 5 1girl, coat, plaid_scarf, blush, red_scarf, solo, hair_between_eyes, closed_eyes, facing_viewer, long_sleeves, scarf_over_mouth, upper_body

表格版本

# 样本数量 图片1 图片2 图片3 图片4 图片5 1girl boots detached_sleeves employee_uniform necktie solo white_footwear skirt looking_at_viewer blush smile sitting bangs closed_mouth collared_shirt hair_between_eyes red_necktie sleeveless_shirt long_sleeves black_shirt very_long_hair simple_background white_background white_shirt white_skirt bare_shoulders uniform upper_body coat plaid_scarf red_scarf closed_eyes facing_viewer scarf_over_mouth
0 5 X X X X X X X X X
5,000+
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