CyberHarem/silva_granbluefantasy

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

# Dataset of silva (Granblue Fantasy)

This is the dataset of silva (Granblue Fantasy), containing 341 images and their tags.

The core tags of this character are `long_hair, breasts, yellow_eyes, braid, ahoge, large_breasts, twin_braids, hair_between_eyes, very_long_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 | 341 | 384.63 MiB | [Download](https://huggingface.co/datasets/CyberHarem/silva_granbluefantasy/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 341 | 263.67 MiB | [Download](https://huggingface.co/datasets/CyberHarem/silva_granbluefantasy/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 754 | 504.47 MiB | [Download](https://huggingface.co/datasets/CyberHarem/silva_granbluefantasy/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 341 | 359.38 MiB | [Download](https://huggingface.co/datasets/CyberHarem/silva_granbluefantasy/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 754 | 642.72 MiB | [Download](https://huggingface.co/datasets/CyberHarem/silva_granbluefantasy/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/silva_granbluefantasy',
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 |  |  |  |  |  | blush, pantyhose, playboy_bunny, rabbit_ears, 1girl, leotard, solo, fake_animal_ears, looking_at_viewer, bare_shoulders, detached_collar, white_background, ass, cleavage, open_mouth, rabbit_tail, simple_background, wrist_cuffs |
| 1 | 5 |  |  |  |  |  | 1girl, bare_shoulders, belt, blush, cleavage, collarbone, crop_top, looking_at_viewer, midriff, solo, navel, simple_background, wavy_hair, armpits, smile, white_background, arm_behind_head, arms_up, black_pants, brown_eyes, closed_mouth, open_clothes, ponytail, sleeveless_shirt, upper_body |
| 2 | 15 |  |  |  |  |  | 1girl, cleavage, midriff, solo, belt, navel, looking_at_viewer, crop_top, black_jacket, long_sleeves, open_jacket, collarbone, white_shirt, ponytail, white_background, simple_background, wavy_hair, black_pants, gun, stomach |
| 3 | 47 |  |  |  |  |  | 1girl, midriff, solo, belt, cleavage, miniskirt, navel, rifle, looking_at_viewer, boots, crop_top, thighhighs, holding |
| 4 | 17 |  |  |  |  |  | cleavage, 1girl, collarbone, looking_at_viewer, solo, bare_shoulders, blue_bikini, navel, blush, sarong, smile, sun_hat, sitting |
| 5 | 5 |  |  |  |  |  | blue_bikini, blue_sky, blush, cleavage, day, looking_at_viewer, navel, smile, 1girl, bare_shoulders, beach, collarbone, outdoors, solo, thighs, cloud, side-tie_bikini_bottom, water, grey_hair, micro_bikini, ocean, open_mouth, palm_tree, sitting, standing, wavy_hair |
| 6 | 22 |  |  |  |  |  | 1girl, official_alternate_costume, bare_shoulders, looking_at_viewer, ponytail, solo, choker, cleavage, collarbone, blue_dress, blush, smile, white_background, simple_background, bracelet, wavy_hair, purple_dress, closed_mouth, thighs |
| 7 | 6 |  |  |  |  |  | 1boy, 1girl, blush, hetero, paizuri, solo_focus, nipples, penis, huge_breasts, collarbone, cum, mosaic_censoring, open_mouth, smile |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | blush | pantyhose | playboy_bunny | rabbit_ears | 1girl | leotard | solo | fake_animal_ears | looking_at_viewer | bare_shoulders | detached_collar | white_background | ass | cleavage | open_mouth | rabbit_tail | simple_background | wrist_cuffs | belt | collarbone | crop_top | midriff | navel | wavy_hair | armpits | smile | arm_behind_head | arms_up | black_pants | brown_eyes | closed_mouth | open_clothes | ponytail | sleeveless_shirt | upper_body | black_jacket | long_sleeves | open_jacket | white_shirt | gun | stomach | miniskirt | rifle | boots | thighhighs | holding | blue_bikini | sarong | sun_hat | sitting | blue_sky | day | beach | outdoors | thighs | cloud | side-tie_bikini_bottom | water | grey_hair | micro_bikini | ocean | palm_tree | standing | official_alternate_costume | choker | blue_dress | bracelet | purple_dress | 1boy | hetero | paizuri | solo_focus | nipples | penis | huge_breasts | cum | mosaic_censoring |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:------------|:----------------|:--------------|:--------|:----------|:-------|:-------------------|:--------------------|:-----------------|:------------------|:-------------------|:------|:-----------|:-------------|:--------------|:--------------------|:--------------|:-------|:-------------|:-----------|:----------|:--------|:------------|:----------|:--------|:------------------|:----------|:--------------|:-------------|:---------------|:---------------|:-----------|:-------------------|:-------------|:---------------|:---------------|:--------------|:--------------|:------|:----------|:------------|:--------|:--------|:-------------|:----------|:--------------|:---------|:----------|:----------|:-----------|:------|:--------|:-----------|:---------|:--------|:-------------------------|:--------|:------------|:---------------|:--------|:------------|:-----------|:-----------------------------|:---------|:-------------|:-----------|:---------------|:-------|:---------|:----------|:-------------|:----------|:--------|:---------------|:------|:-------------------|
| 0 | 9 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 15 |  |  |  |  |  | | | | | X | | X | | X | | | X | | X | | | X | | X | X | X | X | X | X | | | | | X | | | | X | | | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 47 |  |  |  |  |  | | | | | X | | X | | X | | | | | X | | | | | X | | X | X | X | | | | | | | | | | | | | | | | | | | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 17 |  |  |  |  |  | X | | | | X | | X | | X | X | | | | X | | | | | | X | | | X | | | X | | | | | | | | | | | | | | | | | | | | | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 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 | | | | | | | | | | | | | | |
| 6 | 22 |  |  |  |  |  | X | | | | X | | X | | X | X | | X | | X | | | X | | | X | | | | X | | X | | | | | X | | X | | | | | | | | | | | | | | | | | | | | | | X | | | | | | | | | X | X | X | X | X | | | | | | | | | |
| 7 | 6 |  |  |  |  |  | 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: Dataset of silva (Granblue Fantasy)
• 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: 341张
• 核心标签: long_hair, breasts, yellow_eyes, braid, ahoge, large_breasts, twin_braids, hair_between_eyes, very_long_hair, bangs
• 来源: 从多个网站爬取，如danbooru, pixiv, zerochan等
• 爬取系统: 由DeepGHS Team开发

数据集包列表

名称	图像数量	大小	下载链接	类型	描述
raw	341	384.63 MiB	Download	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	341	263.67 MiB	Download	IMG+TXT	短边不超过800像素的数据集
stage3-p480-800	754	504.47 MiB	Download	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素
1200	341	359.38 MiB	Download	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	754	642.72 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

原始文本版本

#	样本数量	图像示例	标签
0	9		blush, pantyhose, playboy_bunny, rabbit_ears, 1girl, leotard, solo, fake_animal_ears, looking_at_viewer, bare_shoulders, detached_collar, white_background, ass, cleavage, open_mouth, rabbit_tail, simple_background, wrist_cuffs
1	5		1girl, bare_shoulders, belt, blush, cleavage, collarbone, crop_top, looking_at_viewer, midriff, solo, navel, simple_background, wavy_hair, armpits, smile, white_background, arm_behind_head, arms_up, black_pants, brown_eyes, closed_mouth, open_clothes, ponytail, sleeveless_shirt, upper_body
2	15		1girl, cleavage, midriff, solo, belt, navel, looking_at_viewer, crop_top, black_jacket, long_sleeves, open_jacket, collarbone, white_shirt, ponytail, white_background, simple_background, wavy_hair, black_pants, gun, stomach
3	47		1girl, midriff, solo, belt, cleavage, miniskirt, navel, rifle, looking_at_viewer, boots, crop_top, thighhighs, holding
4	17		cleavage, 1girl, collarbone, looking_at_viewer, solo, bare_shoulders, blue_bikini, navel, blush, sarong, smile, sun_hat, sitting
5	5		blue_bikini, blue_sky, blush, cleavage, day, looking_at_viewer, navel, smile, 1girl, bare_shoulders, beach, collarbone, outdoors, solo, thighs, cloud, side-tie_bikini_bottom, water, grey_hair, micro_bikini, ocean, open_mouth, palm_tree, sitting, standing, wavy_hair
6	22		1girl, official_alternate_costume, bare_shoulders, looking_at_viewer, ponytail, solo, choker, cleavage, collarbone, blue_dress, blush, smile, white_background, simple_background, bracelet, wavy_hair, purple_dress, closed_mouth, thighs
7	6		1boy, 1girl, blush, hetero, paizuri, solo_focus, nipples, penis, huge_breasts, collarbone, cum, mosaic_censoring, open_mouth, smile

表格版本

#	样本数量	图像示例	标签
0	9		blush, pantyhose, playboy_bunny, rabbit_ears, 1girl, leotard, solo, fake_animal_ears, looking_at_viewer, bare_shoulders, detached_collar, white_background, ass, cleavage, open_mouth, rabbit_tail, simple_background, wrist_cuffs
1	5		1girl, bare_shoulders, belt, blush, cleavage, collarbone, crop_top, looking_at_viewer, midriff, solo, navel, simple_background, wavy_hair, armpits, smile, white_background, arm_behind_head, arms_up, black_pants, brown_eyes, closed_mouth, open_clothes, ponytail, sleeveless_shirt, upper_body
2	15		1girl, cleavage, midriff, solo, belt, navel, looking_at_viewer, crop_top, black_jacket, long_sleeves, open_jacket, collarbone, white_shirt, ponytail, white_background, simple_background, wavy_hair, black_pants, gun, stomach
3	47		1girl, midriff, solo, belt, cleavage, miniskirt, navel, rifle, looking_at_viewer, boots, crop_top, thighhighs, holding
4	17		cleavage, 1girl, collarbone, looking_at_viewer, solo, bare_shoulders, blue_bikini, navel, blush, sarong, smile, sun_hat, sitting
5	5		blue_bikini, blue_sky, blush, cleavage, day, looking_at_viewer, navel, smile, 1girl, bare_shoulders, beach, collarbone, outdoors, solo, thighs, cloud, side-tie_bikini_bottom, water, grey_hair, micro_bikini, ocean, open_mouth, palm_tree, sitting, standing, wavy_hair
6	22		1girl, official_alternate_costume, bare_shoulders, looking_at_viewer, ponytail, solo, choker, cleavage, collarbone, blue_dress, blush, smile, white_background, simple_background, bracelet, wavy_hair, purple_dress, closed_mouth, thighs
7	6		1boy, 1girl, blush, hetero, paizuri, solo_focus, nipples, penis, huge_breasts, collarbone, cum, mosaic_censoring, open_mouth, smile