CyberHarem/baltimore_azurlane

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

# Dataset of baltimore/ボルチモア/巴尔的摩 (Azur Lane)

This is the dataset of baltimore/ボルチモア/巴尔的摩 (Azur Lane), containing 500 images and their tags.

The core tags of this character are `short_hair, breasts, brown_hair, yellow_eyes, large_breasts, bangs, braid, hair_between_eyes, ahoge, french_braid, sidelocks`, 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 | 858.23 MiB | [Download](https://huggingface.co/datasets/CyberHarem/baltimore_azurlane/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 500 | 426.65 MiB | [Download](https://huggingface.co/datasets/CyberHarem/baltimore_azurlane/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 1307 | 956.14 MiB | [Download](https://huggingface.co/datasets/CyberHarem/baltimore_azurlane/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 500 | 730.61 MiB | [Download](https://huggingface.co/datasets/CyberHarem/baltimore_azurlane/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1307 | 1.43 GiB | [Download](https://huggingface.co/datasets/CyberHarem/baltimore_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/baltimore_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 | 18 |  |  |  |  |  | 1girl, black_dress, evening_gown, looking_at_viewer, solo, cleavage, official_alternate_costume, blush, choker, side_slit, blue_cape, single_bare_shoulder, asymmetrical_clothes, smile, armlet, bare_shoulders, closed_mouth, sitting |
| 1 | 8 |  |  |  |  |  | 1girl, black_choker, black_necktie, black_skirt, blush, cardigan_around_waist, cleavage, collarbone, collared_shirt, looking_at_viewer, loose_necktie, official_alternate_costume, pleated_skirt, school_uniform, short_sleeves, solo, white_shirt, closed_mouth, cowboy_shot, partially_unbuttoned, simple_background, smile, school_bag, standing, sweater_around_waist, white_background, hand_on_hip, holding, sitting |
| 2 | 12 |  |  |  |  |  | 1girl, looking_at_viewer, solo, collarbone, competition_swimsuit, blush, smile, bare_shoulders, covered_navel, highleg_swimsuit, thighs, white_background, simple_background, closed_mouth, black_one-piece_swimsuit, cowboy_shot, groin |
| 3 | 5 |  |  |  |  |  | bare_shoulders, black_choker, black_shorts, blush, collarbone, cowboy_shot, navel, short_shorts, standing, white_sports_bra, 1girl, cleavage, looking_at_viewer, midriff, open_mouth, arm_tattoo, chest_tattoo, flower_tattoo, simple_background, white_background, 1boy, :d, covered_nipples, dolphin_shorts, groin, shoulder_tattoo, solo, stomach_tattoo, sweat |
| 4 | 12 |  |  |  |  |  | 1girl, black_bikini, blue_bikini, blue_headwear, blue_jacket, chest_harness, cropped_jacket, highleg_bikini, looking_at_viewer, mismatched_bikini, navel, official_alternate_costume, open_jacket, peaked_cap, race_queen, solo, stomach, thighhighs, underboob, underbust, blue_sky, cloud, day, micro_shorts, cleavage, cowboy_shot, outdoors, pole, blush, smile, thigh_strap, black_choker, blue_footwear, collarbone, skindentation, black_gloves, blue_shorts, holding_flag, thigh_boots, groin, single_glove, standing, tire, closed_mouth |
| 5 | 12 |  |  |  |  |  | 1girl, blush, nipples, collarbone, looking_at_viewer, navel, sweat, open_mouth, solo, completely_nude, groin, stomach, simple_background, pussy, spread_legs, bed_sheet, censored, on_back, smile, white_background |
| 6 | 36 |  |  |  |  |  | 1girl, solo, center_opening, blue_coat, looking_at_viewer, navel, long_sleeves, white_gloves, hooded_coat, stomach_cutout, underboob_cutout, open_coat, black_thighhighs, blush, cowboy_shot, simple_background, leotard, standing, hood_down, garter_straps, white_background, closed_mouth, pelvic_curtain, smile, character_name, thighs |
| 7 | 15 |  |  |  |  |  | 1girl, idol, looking_at_viewer, orange_bow, white_gloves, bare_shoulders, blush, mini_hat, center_opening, headset, solo, arm_strap, official_alternate_costume, thigh_strap, underboob_cutout, center_frills, navel_cutout, smile, pleated_skirt, sleeveless_shirt, standing, white_shirt, white_skirt, white_belt, collared_shirt, open_mouth, knee_boots, thighs, white_footwear |
| 8 | 8 |  |  |  |  |  | 1girl, cleavage, fake_animal_ears, playboy_bunny, rabbit_ears, solo, alternate_costume, blush, detached_collar, looking_at_viewer, wrist_cuffs, strapless_leotard, bare_shoulders, black_leotard, standing, bowtie, thighhighs, tray, blue_leotard, collarbone, fishnet_pantyhose, gloves, highleg_leotard, indoors, rabbit_tail, simple_background, smile |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_dress | evening_gown | looking_at_viewer | solo | cleavage | official_alternate_costume | blush | choker | side_slit | blue_cape | single_bare_shoulder | asymmetrical_clothes | smile | armlet | bare_shoulders | closed_mouth | sitting | black_choker | black_necktie | black_skirt | cardigan_around_waist | collarbone | collared_shirt | loose_necktie | pleated_skirt | school_uniform | short_sleeves | white_shirt | cowboy_shot | partially_unbuttoned | simple_background | school_bag | standing | sweater_around_waist | white_background | hand_on_hip | holding | competition_swimsuit | covered_navel | highleg_swimsuit | thighs | black_one-piece_swimsuit | groin | black_shorts | navel | short_shorts | white_sports_bra | midriff | open_mouth | arm_tattoo | chest_tattoo | flower_tattoo | 1boy | :d | covered_nipples | dolphin_shorts | shoulder_tattoo | stomach_tattoo | sweat | black_bikini | blue_bikini | blue_headwear | blue_jacket | chest_harness | cropped_jacket | highleg_bikini | mismatched_bikini | open_jacket | peaked_cap | race_queen | stomach | thighhighs | underboob | underbust | blue_sky | cloud | day | micro_shorts | outdoors | pole | thigh_strap | blue_footwear | skindentation | black_gloves | blue_shorts | holding_flag | thigh_boots | single_glove | tire | nipples | completely_nude | pussy | spread_legs | bed_sheet | censored | on_back | center_opening | blue_coat | long_sleeves | white_gloves | hooded_coat | stomach_cutout | underboob_cutout | open_coat | black_thighhighs | leotard | hood_down | garter_straps | pelvic_curtain | character_name | idol | orange_bow | mini_hat | headset | arm_strap | center_frills | navel_cutout | sleeveless_shirt | white_skirt | white_belt | knee_boots | white_footwear | fake_animal_ears | playboy_bunny | rabbit_ears | alternate_costume | detached_collar | wrist_cuffs | strapless_leotard | black_leotard | bowtie | tray | blue_leotard | fishnet_pantyhose | gloves | highleg_leotard | indoors | rabbit_tail |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------|:---------------|:--------------------|:-------|:-----------|:-----------------------------|:--------|:---------|:------------|:------------|:-----------------------|:-----------------------|:--------|:---------|:-----------------|:---------------|:----------|:---------------|:----------------|:--------------|:------------------------|:-------------|:-----------------|:----------------|:----------------|:-----------------|:----------------|:--------------|:--------------|:-----------------------|:--------------------|:-------------|:-----------|:-----------------------|:-------------------|:--------------|:----------|:-----------------------|:----------------|:-------------------|:---------|:---------------------------|:--------|:---------------|:--------|:---------------|:-------------------|:----------|:-------------|:-------------|:---------------|:----------------|:-------|:-----|:------------------|:-----------------|:------------------|:-----------------|:--------|:---------------|:--------------|:----------------|:--------------|:----------------|:-----------------|:-----------------|:--------------------|:--------------|:-------------|:-------------|:----------|:-------------|:------------|:------------|:-----------|:--------|:------|:---------------|:-----------|:-------|:--------------|:----------------|:----------------|:---------------|:--------------|:---------------|:--------------|:---------------|:-------|:----------|:------------------|:--------|:--------------|:------------|:-----------|:----------|:-----------------|:------------|:---------------|:---------------|:--------------|:-----------------|:-------------------|:------------|:-------------------|:----------|:------------|:----------------|:-----------------|:-----------------|:-------|:-------------|:-----------|:----------|:------------|:----------------|:---------------|:-------------------|:--------------|:-------------|:-------------|:-----------------|:-------------------|:----------------|:--------------|:--------------------|:------------------|:--------------|:--------------------|:----------------|:---------|:-------|:---------------|:--------------------|:---------|:------------------|:----------|:--------------|
| 0 | 18 |  |  |  |  |  | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 12 |  |  |  |  |  | X | | | X | X | | | X | | | | | | X | | X | X | | | | | | X | | | | | | | X | | X | | | | X | | | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 12 |  |  |  |  |  | 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 | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 12 |  |  |  |  |  | X | | | X | X | | | X | | | | | | X | | | | | | | | | X | | | | | | | | | X | | | | X | | | | | | | | X | | X | | | | X | | | | | | | | | | X | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 6 | 36 |  |  |  |  |  | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 7 | 15 |  |  |  |  |  | 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 | | | | | | | | | | | | | | | | |
| 8 | 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 |

原始信息汇总

数据集概述：巴尔的摩（Azur Lane）

数据集基本信息

• 名称：巴尔的摩（Azur Lane）
• 包含内容：500张图像及其标签
• 核心标签：short_hair, breasts, brown_hair, yellow_eyes, large_breasts, bangs, braid, hair_between_eyes, ahoge, french_braid, sidelocks
• 许可证：MIT
• 任务类别：text-to-image
• 标签：art, not-for-all-audiences
• 大小类别：n<1K

数据集下载

包名	图像数量	大小	下载链接	类型	描述
raw	500	858.23 MiB	下载	Waifuc-Raw	包含元信息的原始数据（如果较大，最小边对齐到1400）
800	500	426.65 MiB	下载	IMG+TXT	短边不超过800像素的数据集
stage3-p480-800	1307	956.14 MiB	下载	IMG+TXT	区域不小于480x480像素的三阶段裁剪数据集
1200	500	730.61 MiB	下载	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	1307	1.43 GiB	下载	IMG+TXT	区域不小于480x480像素的三阶段裁剪数据集

数据集加载

数据集可通过以下Python代码使用waifuc加载：

python import os import zipfile

from huggingface_hub import hf_hub_download from waifuc.source import LocalSource

下载原始档案文件

zip_file = hf_hub_download( repo_id=CyberHarem/baltimore_azurlane, repo_type=dataset, filename=dataset-raw.zip, )

提取文件到你的目录

dataset_dir = dataset_dir os.makedirs(dataset_dir, exist_ok=True) with zipfile.ZipFile(zip_file, r) as zf: zf.extractall(dataset_dir)

使用waifuc加载数据集

source = LocalSource(dataset_dir) for item in source: print(item.image, item.meta[filename], item.meta[tags])

数据集标签集群

数据集提供了标签集群的结果，可能包含可挖掘的服装信息。以下是部分集群的示例：

集群示例（文本版）

#	样本数	图像示例	标签
0	18	...	1girl, black_dress, evening_gown, looking_at_viewer, solo, cleavage, ...
1	8	...	1girl, black_choker, black_necktie, black_skirt, blush, cardigan_around_waist, ...
...	...	...	...

集群示例（表格版）

#	样本数	图像示例	详细标签（部分）
0	18	...	1girl, black_dress, evening_gown, looking_at_viewer, solo, cleavage, ...
1	8	...	1girl, black_choker, black_necktie, black_skirt, blush, cardigan_around_waist, ...
...	...	...	...

以上信息提供了数据集的基本概况、下载方式、加载方法以及标签集群的示例，便于用户快速了解和使用该数据集。