CyberHarem/minami_yume

---
license: mit
task_categories:
- text-to-image
tags:
- art
- not-for-all-audiences
size_categories:
- n<1K
---

# Dataset of Minami Yume/南夢芽/南梦芽

This is the dataset of Minami Yume/南夢芽/南梦芽, containing 408 images and their tags.

The core tags of this character are `long_hair, green_eyes, brown_hair, bangs`, 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 | 408 | 545.19 MiB | [Download](https://huggingface.co/datasets/CyberHarem/minami_yume/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 408 | 288.67 MiB | [Download](https://huggingface.co/datasets/CyberHarem/minami_yume/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 992 | 617.73 MiB | [Download](https://huggingface.co/datasets/CyberHarem/minami_yume/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 408 | 471.25 MiB | [Download](https://huggingface.co/datasets/CyberHarem/minami_yume/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 992 | 905.77 MiB | [Download](https://huggingface.co/datasets/CyberHarem/minami_yume/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/minami_yume',
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 | 9 |  |  |  |  |  | 1girl, looking_at_viewer, necktie, pink_shirt, solo, simple_background, black_skirt, bracelet, pleated_skirt, school_uniform, smile, white_background, short_sleeves, socks, brown_footwear, loafers, sitting |
| 1 | 8 |  |  |  |  |  | 1girl, brown_footwear, long_sleeves, looking_at_viewer, pleated_skirt, school_uniform, black_pantyhose, blazer, solo, black_jacket, loafers, white_background, black_skirt, collared_shirt, full_body, simple_background, white_shirt, blue_skirt, closed_mouth, holding, sitting, squatting, sweater |
| 2 | 15 |  |  |  |  |  | 1girl, black_pantyhose, blazer, pleated_skirt, school_uniform, solo, black_jacket, black_skirt, long_sleeves, looking_at_viewer, open_jacket, closed_mouth, collared_shirt, white_shirt, miniskirt, sweater, standing, cowboy_shot, backpack, simple_background |
| 3 | 8 |  |  |  |  |  | 1girl, black_pantyhose, looking_at_viewer, pleated_skirt, school_uniform, solo, blazer, long_sleeves, black_jacket, bag |
| 4 | 13 |  |  |  |  |  | 1girl, collared_shirt, solo, white_shirt, looking_at_viewer, school_uniform, blazer, upper_body, black_jacket, simple_background, closed_mouth, open_jacket, white_background, long_sleeves, sweater |
| 5 | 6 |  |  |  |  |  | 1girl, school_uniform, solo, looking_at_viewer, no_shoes, panties_under_pantyhose, soles, toes, ass, black_pantyhose, foot_focus, long_sleeves, looking_back, lying, pleated_skirt, thighband_pantyhose, thighs |
| 6 | 30 |  |  |  |  |  | 1girl, looking_at_viewer, solo, short_shorts, medium_breasts, navel, pink_bikini, cleavage, simple_background, white_bikini, bare_shoulders, collarbone, smile, white_background, blue_shorts, denim_shorts, blush, open_mouth |
| 7 | 5 |  |  |  |  |  | detached_collar, fake_animal_ears, looking_at_viewer, playboy_bunny, rabbit_ears, wrist_cuffs, 1girl, rabbit_tail, black_leotard, blush, cleavage, solo, strapless_leotard, bare_shoulders, black_bowtie, black_pantyhose, blonde_hair, fake_tail, fishnets, green_background, high_heels, multiple_girls, open_mouth, simple_background, small_breasts, smile, standing, white_background, white_footwear |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | looking_at_viewer | necktie | pink_shirt | solo | simple_background | black_skirt | bracelet | pleated_skirt | school_uniform | smile | white_background | short_sleeves | socks | brown_footwear | loafers | sitting | long_sleeves | black_pantyhose | blazer | black_jacket | collared_shirt | full_body | white_shirt | blue_skirt | closed_mouth | holding | squatting | sweater | open_jacket | miniskirt | standing | cowboy_shot | backpack | bag | upper_body | no_shoes | panties_under_pantyhose | soles | toes | ass | foot_focus | looking_back | lying | thighband_pantyhose | thighs | short_shorts | medium_breasts | navel | pink_bikini | cleavage | white_bikini | bare_shoulders | collarbone | blue_shorts | denim_shorts | blush | open_mouth | detached_collar | fake_animal_ears | playboy_bunny | rabbit_ears | wrist_cuffs | rabbit_tail | black_leotard | strapless_leotard | black_bowtie | blonde_hair | fake_tail | fishnets | green_background | high_heels | multiple_girls | small_breasts | white_footwear |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:----------|:-------------|:-------|:--------------------|:--------------|:-----------|:----------------|:-----------------|:--------|:-------------------|:----------------|:--------|:-----------------|:----------|:----------|:---------------|:------------------|:---------|:---------------|:-----------------|:------------|:--------------|:-------------|:---------------|:----------|:------------|:----------|:--------------|:------------|:-----------|:--------------|:-----------|:------|:-------------|:-----------|:--------------------------|:--------|:-------|:------|:-------------|:---------------|:--------|:----------------------|:---------|:---------------|:-----------------|:--------|:--------------|:-----------|:---------------|:-----------------|:-------------|:--------------|:---------------|:--------|:-------------|:------------------|:-------------------|:----------------|:--------------|:--------------|:--------------|:----------------|:--------------------|:---------------|:--------------|:------------|:-----------|:-------------------|:-------------|:-----------------|:----------------|:-----------------|
| 0 | 9 |  |  |  |  |  | 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 | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 15 |  |  |  |  |  | X | X | | | X | X | X | | X | X | | | | | | | | X | X | X | X | X | | X | | X | | | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 8 |  |  |  |  |  | X | X | | | X | | | | X | X | | | | | | | | X | X | X | X | | | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 13 |  |  |  |  |  | X | X | | | X | X | | | | X | | X | | | | | | X | | X | X | X | | X | | X | | | X | X | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 6 |  |  |  |  |  | X | X | | | X | | | | X | X | | | | | | | | X | X | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 6 | 30 |  |  |  |  |  | X | X | | | X | X | | | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | |
| 7 | 5 |  |  |  |  |  | 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 |

原始信息汇总

数据集概述

数据集基本信息

• 名称: Minami Yume/南夢芽/南梦芽
• 许可证: MIT
• 任务类别: 文本到图像
• 标签: 艺术, 不适合所有观众
• 大小类别: n<1K

数据集内容

• 图像数量: 408张
• 核心标签: long_hair, green_eyes, brown_hair, bangs
• 来源: 从多个网站爬取，如danbooru, pixiv, zerochan等

数据集包列表

名称	图像数量	大小	类型	描述
raw	408	545.19 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	408	288.67 MiB	IMG+TXT	短边不超过800像素的数据集
stage3-p480-800	992	617.73 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素
1200	408	471.25 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	992	905.77 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	图像示例	标签
0	9		1girl, looking_at_viewer, necktie, pink_shirt, solo, simple_background, black_skirt, bracelet, pleated_skirt, school_uniform, smile, white_background, short_sleeves, socks, brown_footwear, loafers, sitting
1	8		1girl, brown_footwear, long_sleeves, looking_at_viewer, pleated_skirt, school_uniform, black_pantyhose, blazer, solo, black_jacket, loafers, white_background, black_skirt, collared_shirt, full_body, simple_background, white_shirt, blue_skirt, closed_mouth, holding, sitting, squatting, sweater
2	15		1girl, black_pantyhose, blazer, pleated_skirt, school_uniform, solo, black_jacket, black_skirt, long_sleeves, looking_at_viewer, open_jacket, closed_mouth, collared_shirt, white_shirt, miniskirt, sweater, standing, cowboy_shot, backpack, simple_background
3	8		1girl, black_pantyhose, looking_at_viewer, pleated_skirt, school_uniform, solo, blazer, long_sleeves, black_jacket, bag
4	13		1girl, collared_shirt, solo, white_shirt, looking_at_viewer, school_uniform, blazer, upper_body, black_jacket, simple_background, closed_mouth, open_jacket, white_background, long_sleeves, sweater
5	6		1girl, school_uniform, solo, looking_at_viewer, no_shoes, panties_under_pantyhose, soles, toes, ass, black_pantyhose, foot_focus, long_sleeves, looking_back, lying, pleated_skirt, thighband_pantyhose, thighs
6	30		1girl, looking_at_viewer, solo, short_shorts, medium_breasts, navel, pink_bikini, cleavage, simple_background, white_bikini, bare_shoulders, collarbone, smile, white_background, blue_shorts, denim_shorts, blush, open_mouth
7	5		detached_collar, fake_animal_ears, looking_at_viewer, playboy_bunny, rabbit_ears, wrist_cuffs, 1girl, rabbit_tail, black_leotard, blush, cleavage, solo, strapless_leotard, bare_shoulders, black_bowtie, black_pantyhose, blonde_hair, fake_tail, fishnets, green_background, high_heels, multiple_girls, open_mouth, simple_background, small_breasts, smile, standing, white_background, white_footwear