CyberHarem/bache_azurlane

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

# Dataset of bache/バッチ/贝奇 (Azur Lane)

This is the dataset of bache/バッチ/贝奇 (Azur Lane), containing 361 images and their tags.

The core tags of this character are `blonde_hair, long_hair, purple_eyes, bangs, two_side_up, breasts, fang, hat, small_breasts, black_headwear, symbol-shaped_pupils`, 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 | 361 | 536.12 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bache_azurlane/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 361 | 271.13 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bache_azurlane/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 979 | 651.74 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bache_azurlane/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 361 | 460.84 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bache_azurlane/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 979 | 978.84 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bache_azurlane/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/bache_azurlane',
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, fishnet_thighhighs, fur-trimmed_jacket, looking_at_viewer, micro_shorts, midriff, navel, simple_background, single_thighhigh, sleeveless, solo, white_background, yellow_jacket, bandaid_on_knee, bare_shoulders, belt, black_sailor_collar, off_shoulder, open_mouth, yellow_neckerchief, :3, black_shirt, loose_socks, pink_collar, crop_top, sailor_hat, denim_shorts, :d, blush, full_body, ok_sign |
| 1 | 8 |  |  |  |  |  | 1girl, bare_shoulders, black_sailor_collar, black_shirt, fur-trimmed_jacket, long_sleeves, looking_at_viewer, micro_shorts, midriff, off_shoulder, open_fly, open_jacket, sleeveless_shirt, solo, yellow_jacket, :d, blush, crop_top, navel, open_mouth, sailor_hat, yellow_neckerchief, pink_collar, simple_background, single_thighhigh, white_background, :3, black_shorts, brown_belt, collarbone, cowboy_shot, denim_shorts, fishnet_thighhighs, short_shorts, armpits, chain, cutoffs, hand_on_hip, hand_up, ok_sign, open_shorts, sparkle, pouch |
| 2 | 5 |  |  |  |  |  | 1girl, belt, denim_shorts, fur-trimmed_jacket, looking_at_viewer, micro_shorts, midriff, off_shoulder, open_mouth, sailor_hat, solo, yellow_jacket, bare_shoulders, black_sailor_collar, black_shirt, blush, chain, cowboy_shot, crop_top, fishnet_thighhighs, navel, ok_sign, open_clothes, open_fly, pink_collar, sleeveless, :3, :d, single_thighhigh, sparkle, white_background, yellow_neckerchief |
| 3 | 18 |  |  |  |  |  | 1girl, looking_at_viewer, solo, open_mouth, white_thighhighs, blush, denim_shorts, eyewear_on_head, micro_shorts, sunglasses, black_bikini, jacket, bikini_top_only, short_shorts, smile, simple_background, cutoffs, looking_back, tail, white_background, heart-shaped_pupils, jewelry, navel |
| 4 | 7 |  |  |  |  |  | 1girl, blush, looking_at_viewer, smile, :3, loli, navel, open_mouth, solo, barefoot, micro_bikini, simple_background, white_bikini, ass, cameltoe, collarbone, eyepatch_bikini, feet, full_body, grey_background, heart-shaped_pupils, spread_legs, toes, covered_nipples, lying, soles, untied |
| 5 | 15 |  |  |  |  |  | 1girl, blush, single_thighhigh, solo, visor_cap, tennis_uniform, thigh_strap, white_thighhighs, bare_shoulders, looking_at_viewer, open_mouth, smile, detached_sleeves, clothing_cutout, very_long_hair, covered_navel, dress, twintails, panties, tennis_ball, tennis_racket |
| 6 | 11 |  |  |  |  |  | 1girl, rabbit_ears, solo, looking_at_viewer, open_mouth, playboy_bunny, fake_animal_ears, :3, bowtie, black_leotard, blush, detached_collar, pantyhose, smile, strapless_leotard, simple_background, rabbit_tail, white_background, wrist_cuffs, bare_shoulders, heart-shaped_pupils, jacket |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | fishnet_thighhighs | fur-trimmed_jacket | looking_at_viewer | micro_shorts | midriff | navel | simple_background | single_thighhigh | sleeveless | solo | white_background | yellow_jacket | bandaid_on_knee | bare_shoulders | belt | black_sailor_collar | off_shoulder | open_mouth | yellow_neckerchief | :3 | black_shirt | loose_socks | pink_collar | crop_top | sailor_hat | denim_shorts | :d | blush | full_body | ok_sign | long_sleeves | open_fly | open_jacket | sleeveless_shirt | black_shorts | brown_belt | collarbone | cowboy_shot | short_shorts | armpits | chain | cutoffs | hand_on_hip | hand_up | open_shorts | sparkle | pouch | open_clothes | white_thighhighs | eyewear_on_head | sunglasses | black_bikini | jacket | bikini_top_only | smile | looking_back | tail | heart-shaped_pupils | jewelry | loli | barefoot | micro_bikini | white_bikini | ass | cameltoe | eyepatch_bikini | feet | grey_background | spread_legs | toes | covered_nipples | lying | soles | untied | visor_cap | tennis_uniform | thigh_strap | detached_sleeves | clothing_cutout | very_long_hair | covered_navel | dress | twintails | panties | tennis_ball | tennis_racket | rabbit_ears | playboy_bunny | fake_animal_ears | bowtie | black_leotard | detached_collar | pantyhose | strapless_leotard | rabbit_tail | wrist_cuffs |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------------|:---------------------|:--------------------|:---------------|:----------|:--------|:--------------------|:-------------------|:-------------|:-------|:-------------------|:----------------|:------------------|:-----------------|:-------|:----------------------|:---------------|:-------------|:---------------------|:-----|:--------------|:--------------|:--------------|:-----------|:-------------|:---------------|:-----|:--------|:------------|:----------|:---------------|:-----------|:--------------|:-------------------|:---------------|:-------------|:-------------|:--------------|:---------------|:----------|:--------|:----------|:--------------|:----------|:--------------|:----------|:--------|:---------------|:-------------------|:------------------|:-------------|:---------------|:---------|:------------------|:--------|:---------------|:-------|:----------------------|:----------|:-------|:-----------|:---------------|:---------------|:------|:-----------|:------------------|:-------|:------------------|:--------------|:-------|:------------------|:--------|:--------|:---------|:------------|:-----------------|:--------------|:-------------------|:------------------|:-----------------|:----------------|:--------|:------------|:----------|:--------------|:----------------|:--------------|:----------------|:-------------------|:---------|:----------------|:------------------|:------------|:--------------------|:--------------|:--------------|
| 0 | 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 | 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 | X | X | | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 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 | | | X | | | | | X | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 18 |  |  |  |  |  | X | | | X | X | | X | X | | | X | X | | | | | | | X | | | | | | | | X | | X | | | | | | | | | | | X | | | X | | | | | | | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 7 |  |  |  |  |  | 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 | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 15 |  |  |  |  |  | X | | | X | | | | | X | | X | | | | X | | | | X | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | X | | | | | | X | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | |
| 6 | 11 |  |  |  |  |  | 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

数据集名称

• 名称: Dataset of bache/バッチ/贝奇 (Azur Lane)

数据集内容

• 内容: 包含361张图像及其标签。
• 核心标签: blonde_hair, long_hair, purple_eyes, bangs, two_side_up, breasts, fang, hat, small_breasts, black_headwear, symbol-shaped_pupils

数据集来源

• 来源: 图像从多个网站爬取，如danbooru, pixiv, zerochan等。
• 爬取系统: 由DeepGHS Team开发。

数据集版本与下载

包名	图像数量	大小	下载链接	类型	描述
raw	361	536.12 MiB	下载	Waifuc-Raw	包含元信息的原始数据，最小边对齐至1400像素。
800	361	271.13 MiB	下载	IMG+TXT	短边不超过800像素的图像数据。
stage3-p480-800	979	651.74 MiB	下载	IMG+TXT	三阶段裁剪，区域不小于480x480像素的数据。
1200	361	460.84 MiB	下载	IMG+TXT	短边不超过1200像素的图像数据。
stage3-p480-1200	979	978.84 MiB	下载	IMG+TXT	三阶段裁剪，区域不小于480x480像素的数据。

数据集使用

• 加载工具: 使用waifuc加载原始数据集。
• 加载代码示例: 提供Python代码示例，用于下载和加载数据集。

数据集标签集群

• 集群列表: 提供多个标签集群，每个集群包含特定标签的图像样本。
• 集群示例: 每个集群包含的图像样本及其详细标签。