CyberHarem/kitazawa_hagumi_bangdream
收藏资源简介：
--- license: mit task_categories: - text-to-image tags: - art - not-for-all-audiences size_categories: - n<1K --- # Dataset of kitazawa_hagumi (BanG Dream!) This is the dataset of kitazawa_hagumi (BanG Dream!), containing 93 images and their tags. The core tags of this character are `short_hair, orange_hair, bangs, orange_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 | 93 | 112.44 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kitazawa_hagumi_bangdream/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | | 800 | 93 | 78.92 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kitazawa_hagumi_bangdream/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. | | stage3-p480-800 | 224 | 149.74 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kitazawa_hagumi_bangdream/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | | 1200 | 93 | 102.27 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kitazawa_hagumi_bangdream/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. | | stage3-p480-1200 | 224 | 191.60 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kitazawa_hagumi_bangdream/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/kitazawa_hagumi_bangdream', 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 |  |  |  |  |  | 1girl, looking_at_viewer, school_uniform, solo, antenna_hair, blush, happy_birthday, smile, dated, long_sleeves, white_sailor_collar, brown_dress, character_name, open_mouth, red_ribbon, upper_body, white_background | | 1 | 8 |  |  |  |  |  | 1girl, looking_at_viewer, solo, blush, :d, collarbone, open_mouth, shirt, white_background, antenna_hair, brown_eyes, simple_background, upper_body, breasts, jacket | | 2 | 9 |  |  |  |  |  | 1girl, looking_at_viewer, earrings, short_sleeves, holding, skirt, solo, frills, blush, hair_bow, hat, knee_boots, lace-up_boots, star_(symbol), thighhighs, white_gloves, blue_bow, confetti, electric_guitar, grin, open_mouth, shirt, standing, striped_bow, white_background | | 3 | 7 |  |  |  |  |  | looking_at_viewer, smile, solo, animal_ears, shorts, 1girl, maple_leaf, tail, autumn_leaves, blush, hair_flower, japanese_clothes, open_mouth, bow, detached_sleeves, earrings, frills, long_sleeves, one_eye_closed, tassel | ### Table Version | # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | looking_at_viewer | school_uniform | solo | antenna_hair | blush | happy_birthday | smile | dated | long_sleeves | white_sailor_collar | brown_dress | character_name | open_mouth | red_ribbon | upper_body | white_background | :d | collarbone | shirt | brown_eyes | simple_background | breasts | jacket | earrings | short_sleeves | holding | skirt | frills | hair_bow | hat | knee_boots | lace-up_boots | star_(symbol) | thighhighs | white_gloves | blue_bow | confetti | electric_guitar | grin | standing | striped_bow | animal_ears | shorts | maple_leaf | tail | autumn_leaves | hair_flower | japanese_clothes | bow | detached_sleeves | one_eye_closed | tassel | |----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-----------------|:-------|:---------------|:--------|:-----------------|:--------|:--------|:---------------|:----------------------|:--------------|:-----------------|:-------------|:-------------|:-------------|:-------------------|:-----|:-------------|:--------|:-------------|:--------------------|:----------|:---------|:-----------|:----------------|:----------|:--------|:---------|:-----------|:------|:-------------|:----------------|:----------------|:-------------|:---------------|:-----------|:-----------|:------------------|:-------|:-----------|:--------------|:--------------|:---------|:-------------|:-------|:----------------|:--------------|:-------------------|:------|:-------------------|:-----------------|:---------| | 0 | 6 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 1 | 8 |  |  |  |  |  | X | X | | X | X | X | | | | | | | | X | | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 2 | 9 |  |  |  |  |  | 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 | | | | | | | | | | | | | 3 | 7 |  |  |  |  |  | X | X | | X | | X | | X | | X | | | | X | | | | | | | | | | | X | | | | X | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | X |
数据集概述
数据集名称
Dataset of kitazawa_hagumi (BanG Dream!)
数据集描述
该数据集包含93张图片及其标签，主要标签为short_hair, orange_hair, bangs, orange_eyes。
数据集大小
- 总图片数：93张
- 数据集大小分类：n<1K
数据集下载
以下是不同版本的下载链接和描述：
| 名称 | 图片数 | 大小 | 下载链接 | 类型 | 描述 |
|---|---|---|---|---|---|
| raw | 93 | 112.44 MiB | Download | 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 | 93 | 78.92 MiB | Download | IMG+TXT | 短边不超过800像素的数据集。 |
| stage3-p480-800 | 224 | 149.74 MiB | Download | IMG+TXT | 3阶段裁剪数据集，区域不小于480x480像素。 |
| 1200 | 93 | 102.27 MiB | Download | IMG+TXT | 短边不超过1200像素的数据集。 |
| stage3-p480-1200 | 224 | 191.60 MiB | Download | IMG+TXT | 3阶段裁剪数据集，区域不小于480x480像素。 |
标签聚类结果
以下是标签聚类结果的示例：
原始文本版本
| # | 样本数 | 图片1 | 图片2 | 图片3 | 图片4 | 图片5 | 标签 |
|---|---|---|---|---|---|---|---|
| 0 | 6 |  |
 |
 |
 |
 |
1girl, looking_at_viewer, school_uniform, solo, antenna_hair, blush, happy_birthday, smile, dated, long_sleeves, white_sailor_collar, brown_dress, character_name, open_mouth, red_ribbon, upper_body, white_background |
| 1 | 8 |  |
 |
 |
 |
 |
1girl, looking_at_viewer, solo, blush, :d, collarbone, open_mouth, shirt, white_background, antenna_hair, brown_eyes, simple_background, upper_body, breasts, jacket |
| 2 | 9 |  |
 |
 |
 |
 |
1girl, looking_at_viewer, earrings, short_sleeves, holding, skirt, solo, frills, blush, hair_bow, hat, knee_boots, lace-up_boots, star_(symbol), thighhighs, white_gloves, blue_bow, confetti, electric_guitar, grin, open_mouth, shirt, standing, striped_bow, white_background |
| 3 | 7 |  |
 |
 |
 |
 |
looking_at_viewer, smile, solo, animal_ears, shorts, 1girl, maple_leaf, tail, autumn_leaves, blush, hair_flower, japanese_clothes, open_mouth, bow, detached_sleeves, earrings, frills, long_sleeves, one_eye_closed, tassel |
