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CyberHarem/hoshiguma_arknights

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Hugging Face2024-03-19 更新2024-03-04 收录
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https://hf-mirror.com/datasets/CyberHarem/hoshiguma_arknights
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--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of hoshiguma/ホシグマ/星熊 (Arknights) This is the dataset of hoshiguma/ホシグマ/星熊 (Arknights), containing 500 images and their tags. The core tags of this character are `horns, single_horn, green_hair, long_hair, breasts, yellow_eyes, hair_between_eyes, large_breasts`, 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 | 990.01 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hoshiguma_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 800 | 500 | 457.29 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hoshiguma_arknights/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. | | stage3-p480-800 | 1252 | 988.39 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hoshiguma_arknights/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | | 1200 | 500 | 822.22 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hoshiguma_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 1252 | 1.55 GiB | [Download](https://huggingface.co/datasets/CyberHarem/hoshiguma_arknights/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/hoshiguma_arknights', 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, bare_shoulders, black_shirt, sleeveless_shirt, solo, upper_body, breastplate, closed_mouth, looking_at_viewer, holding_shield | | 1 | 14 | ![](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_shirt, solo, bare_shoulders, black_gloves, breastplate, upper_body, open_mouth, sleeveless_shirt, looking_at_viewer, arm_ribbon, holding_shield, simple_background, white_background, green_eyes, smile | | 2 | 8 | ![](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, arm_ribbon, bare_shoulders, black_gloves, black_pants, black_shirt, breastplate, looking_at_viewer, sleeveless_shirt, solo, jacket_around_waist, holding_shield, open_mouth, cowboy_shot | | 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, arm_ribbon, bare_shoulders, black_footwear, black_pants, black_shirt, boots, full_body, jacket_around_waist, knee_pads, looking_at_viewer, simple_background, sleeveless_shirt, solo, black_gloves, breastplate, white_background, closed_mouth, sitting, green_eyes, shield, standing, very_long_hair | | 4 | 9 | ![](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, black_shirt, cowboy_shot, holding_sword, long_sleeves, official_alternate_costume, solo, belt, looking_at_viewer, magatama_necklace, oni_mask, holding_shield, grey_pants, katana, closed_mouth, scar_on_face, arm_ribbon, smile, very_long_hair | | 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_shirt, holding_sword, katana, long_sleeves, official_alternate_costume, oni_mask, shoulder_cutout, solo, looking_at_viewer, smile, belt, grey_pants, very_long_hair, bare_shoulders, holding_shield, magatama_necklace, sheath | | 6 | 6 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-sample4.png) | 1girl, bare_shoulders, cleavage, necklace, solo, very_long_hair, looking_at_viewer, ponytail, spaghetti_strap, bracelet, camisole, sitting, black_belt, black_dress, red_choker, simple_background, white_background | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | bare_shoulders | black_shirt | sleeveless_shirt | solo | upper_body | breastplate | closed_mouth | looking_at_viewer | holding_shield | black_gloves | open_mouth | arm_ribbon | simple_background | white_background | green_eyes | smile | black_pants | jacket_around_waist | cowboy_shot | black_footwear | boots | full_body | knee_pads | sitting | shield | standing | very_long_hair | holding_sword | long_sleeves | official_alternate_costume | belt | magatama_necklace | oni_mask | grey_pants | katana | scar_on_face | shoulder_cutout | sheath | cleavage | necklace | ponytail | spaghetti_strap | bracelet | camisole | black_belt | black_dress | red_choker | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:--------------|:-------------------|:-------|:-------------|:--------------|:---------------|:--------------------|:-----------------|:---------------|:-------------|:-------------|:--------------------|:-------------------|:-------------|:--------|:--------------|:----------------------|:--------------|:-----------------|:--------|:------------|:------------|:----------|:---------|:-----------|:-----------------|:----------------|:---------------|:-----------------------------|:-------|:--------------------|:-----------|:-------------|:---------|:---------------|:------------------|:---------|:-----------|:-----------|:-----------|:------------------|:-----------|:-----------|:-------------|:--------------|:-------------| | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 1 | 14 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 2 | 8 | ![](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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 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 | X | | X | X | | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | 4 | 9 | ![](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 | | | | | | | | | | | | | 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 | | | | | | | | | | | 6 | 6 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-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:hoshiguma/ホシグマ/星熊 (Arknights)

数据集基本信息

  • 名称:hoshiguma/ホシグマ/星熊 (Arknights)
  • 内容:包含500张图像及其标签。
  • 核心标签:horns, single_horn, green_hair, long_hair, breasts, yellow_eyes, hair_between_eyes, large_breasts
  • 许可证:MIT
  • 任务类别:text-to-image
  • 标签:art, not-for-all-audiences
  • 大小类别:n<1K

数据集包详情

名称 图像数量 大小 类型 描述
raw 500 990.01 MiB Waifuc-Raw 原始数据,包含元信息,最小边对齐至1400像素(如果更大)。
800 500 457.29 MiB IMG+TXT 短边不超过800像素的图像数据集。
stage3-p480-800 1252 988.39 MiB IMG+TXT 三阶段裁剪数据集,区域不小于480x480像素。
1200 500 822.22 MiB IMG+TXT 短边不超过1200像素的图像数据集。
stage3-p480-1200 1252 1.55 GiB IMG+TXT 三阶段裁剪数据集,区域不小于480x480像素。

数据集加载

  • 加载工具waifuc
  • 加载方法:提供了一个Python脚本,用于下载和解压数据集,并使用waifuc加载。

数据集标签集群

  • 集群列表:提供了多个标签集群,每个集群包含多个样本图像及其详细标签。
  • 集群示例
    • 集群0:包含6个样本,标签包括1girl, bare_shoulders, black_shirt, sleeveless_shirt, solo, upper_body, breastplate, closed_mouth, looking_at_viewer, holding_shield。
    • 集群1:包含14个样本,标签包括1girl, black_shirt, solo, bare_shoulders, black_gloves, breastplate, upper_body, open_mouth, sleeveless_shirt, looking_at_viewer, arm_ribbon, holding_shield, simple_background, white_background, green_eyes, smile。
    • 集群2:包含8个样本,标签包括1girl, arm_ribbon, bare_shoulders, black_gloves, black_pants, black_shirt, breastplate, looking_at_viewer, sleeveless_shirt, solo, jacket_around_waist, holding_shield, open_mouth, cowboy_shot。
    • 集群3:包含5个样本,标签包括1girl, arm_ribbon, bare_shoulders, black_footwear, black_pants, black_shirt, boots, full_body, jacket_around_waist, knee_pads, looking_at_viewer, simple_background, sleeveless_shirt, solo, black_gloves, breastplate, white_background, closed_mouth, sitting, green_eyes, shield, standing, very_long_hair。
    • 集群4:包含9个样本,标签包括1girl, black_shirt, cowboy_shot, holding_sword, long_sleeves, official_alternate_costume, solo, belt, looking_at_viewer, magatama_necklace, oni_mask, holding_shield, grey_pants, katana, closed_mouth, scar_on_face, arm_ribbon, smile, very_long_hair。
    • 集群5:包含6个样本,标签包括1girl, black_shirt, holding_sword, katana, long_sleeves, official_alternate_costume, oni_mask, shoulder_cutout, solo, looking_at_viewer, smile, belt, grey_pants, very_long_hair, bare_shoulders, holding_shield, magatama_necklace, sheath。
    • 集群6:包含6个样本,标签包括1girl, bare_shoulders, cleavage, necklace, solo, very_long_hair, looking_at_viewer, ponytail, spaghetti_strap, bracelet, camisole, sitting, black_belt, black_dress, red_choker, simple_background, white_background。
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