CyberHarem/neptune_azurlane

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

# Dataset of neptune/ネプチューン/海王星 (Azur Lane)

This is the dataset of neptune/ネプチューン/海王星 (Azur Lane), containing 176 images and their tags.

The core tags of this character are `blue_hair, long_hair, breasts, yellow_eyes, maid_headdress, large_breasts, bangs, two_side_up, medium_breasts, shell_hair_ornament`, 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 | 176 | 299.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/neptune_azurlane/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 176 | 154.48 MiB | [Download](https://huggingface.co/datasets/CyberHarem/neptune_azurlane/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 448 | 344.73 MiB | [Download](https://huggingface.co/datasets/CyberHarem/neptune_azurlane/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 176 | 258.05 MiB | [Download](https://huggingface.co/datasets/CyberHarem/neptune_azurlane/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 448 | 522.18 MiB | [Download](https://huggingface.co/datasets/CyberHarem/neptune_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/neptune_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 | 11 |  |  |  |  |  | 1girl, fake_antlers, solo, detached_sleeves, looking_at_viewer, red_capelet, red_skirt, smile, underboob_cutout, white_thighhighs, blush, reindeer_antlers, :p, frills, gift_box, red_ribbon, covered_navel, lace_trim, long_sleeves, sitting, thighs, christmas_tree, fur-trimmed_capelet, red_bow, sidelocks |
| 1 | 5 |  |  |  |  |  | 1girl, christmas, fake_antlers, red_capelet, underboob_cutout, upper_body, blush, fur-trimmed_capelet, long_sleeves, looking_at_viewer, solo, closed_mouth, light_blue_hair, official_alternate_costume, simple_background, smile, detached_sleeves, green_bowtie, hair_ornament, holding, red_ribbon, trident, white_background, white_dress |
| 2 | 8 |  |  |  |  |  | 1girl, cleavage, detached_sleeves, dress, looking_at_viewer, solo, bare_shoulders, maid, smile, white_background, simple_background, white_thighhighs, frills, apron, blush, clothing_cutout, holding, skirt_hold, open_mouth, tray |
| 3 | 5 |  |  |  |  |  | 1girl, bare_shoulders, black_bowtie, black_dress, blush, cleavage, detached_collar, detached_sleeves, looking_at_viewer, maid, solo, very_long_hair, waist_apron, white_apron, gem, simple_background, smile, white_background, frilled_apron, juliet_sleeves, clothing_cutout, cowboy_shot, frilled_dress, hand_on_hip, hand_on_own_chest, holding, standing, twitter_username |
| 4 | 7 |  |  |  |  |  | 1girl, cleavage, detached_sleeves, looking_at_viewer, solo, trident, maid, smile, bare_shoulders, thighhighs, apron, dress |
| 5 | 8 |  |  |  |  |  | 1girl, blue_dress, cleavage, earrings, looking_at_viewer, solo, bare_shoulders, blue_nails, blush, blue_footwear, bridal_gauntlets, hair_ornament, skirt_hold, smile, collarbone, halter_dress, high_heels, nail_polish, thighs, trident, choker, full_body, holding, ribbon |
| 6 | 7 |  |  |  |  |  | 1boy, blush, hetero, looking_at_viewer, nipples, 1girl, penis, solo_focus, detached_sleeves, open_mouth, maid, bar_censor, cum, heart, nude, paizuri, sex, tongue_out |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | fake_antlers | solo | detached_sleeves | looking_at_viewer | red_capelet | red_skirt | smile | underboob_cutout | white_thighhighs | blush | reindeer_antlers | :p | frills | gift_box | red_ribbon | covered_navel | lace_trim | long_sleeves | sitting | thighs | christmas_tree | fur-trimmed_capelet | red_bow | sidelocks | christmas | upper_body | closed_mouth | light_blue_hair | official_alternate_costume | simple_background | green_bowtie | hair_ornament | holding | trident | white_background | white_dress | cleavage | dress | bare_shoulders | maid | apron | clothing_cutout | skirt_hold | open_mouth | tray | black_bowtie | black_dress | detached_collar | very_long_hair | waist_apron | white_apron | gem | frilled_apron | juliet_sleeves | cowboy_shot | frilled_dress | hand_on_hip | hand_on_own_chest | standing | twitter_username | thighhighs | blue_dress | earrings | blue_nails | blue_footwear | bridal_gauntlets | collarbone | halter_dress | high_heels | nail_polish | choker | full_body | ribbon | 1boy | hetero | nipples | penis | solo_focus | bar_censor | cum | heart | nude | paizuri | sex | tongue_out |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:-------|:-------------------|:--------------------|:--------------|:------------|:--------|:-------------------|:-------------------|:--------|:-------------------|:-----|:---------|:-----------|:-------------|:----------------|:------------|:---------------|:----------|:---------|:-----------------|:----------------------|:----------|:------------|:------------|:-------------|:---------------|:------------------|:-----------------------------|:--------------------|:---------------|:----------------|:----------|:----------|:-------------------|:--------------|:-----------|:--------|:-----------------|:-------|:--------|:------------------|:-------------|:-------------|:-------|:---------------|:--------------|:------------------|:-----------------|:--------------|:--------------|:------|:----------------|:-----------------|:--------------|:----------------|:--------------|:--------------------|:-----------|:-------------------|:-------------|:-------------|:-----------|:-------------|:----------------|:-------------------|:-------------|:---------------|:-------------|:--------------|:---------|:------------|:---------|:-------|:---------|:----------|:--------|:-------------|:-------------|:------|:--------|:-------|:----------|:------|:-------------|
| 0 | 11 |  |  |  |  |  | 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 | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 8 |  |  |  |  |  | X | | X | X | 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 | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 7 |  |  |  |  |  | X | | X | X | X | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | X | | | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 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 | | | | | | | | | | | | |
| 6 | 7 |  |  |  |  |  | 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：neptune/ネプチューン/海王星 (Azur Lane)

数据集基本信息

• 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: 小于1K

数据集内容

• 描述: 包含176张图像及其标签，主要角色标签包括blue_hair, long_hair, breasts, yellow_eyes, maid_headdress, large_breasts, bangs, two_side_up, medium_breasts, shell_hair_ornament。
• 图像来源: 从多个网站爬取，如danbooru, pixiv, zerochan等，由DeepGHS Team提供自动爬虫系统。

数据集包

名称	图像数量	大小	下载链接	类型	描述
raw	176	299.96 MiB	下载	Waifuc-Raw	包含元信息的原始数据，最小边对齐至1400像素（如果更大）。
800	176	154.48 MiB	下载	IMG+TXT	短边不超过800像素的图像数据集。
stage3-p480-800	448	344.73 MiB	下载	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。
1200	176	258.05 MiB	下载	IMG+TXT	短边不超过1200像素的图像数据集。
stage3-p480-1200	448	522.18 MiB	下载	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。

数据集加载

• 加载工具: 使用waifuc加载原始数据集。

• 加载代码示例: 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/neptune_azurlane, repo_type=dataset, filename=dataset-raw.zip, )

  提取文件到目录

  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])

标签聚类结果

• 聚类列表: 提供标签聚类结果，可能包含可挖掘的服装信息。
• 示例:
  • 聚类0: 包含11个样本，主要标签包括1girl, fake_antlers, solo, detached_sleeves, looking_at_viewer, red_capelet, red_skirt, smile, underboob_cutout, white_thighhighs, blush, reindeer_antlers, :p, frills, gift_box, red_ribbon, covered_navel, lace_trim, long_sleeves, sitting, thighs, christmas_tree, fur-trimmed_capelet, red_bow, sidelocks。
  • 聚类1: 包含5个样本，主要标签包括1girl, christmas, fake_antlers, red_capelet, underboob_cutout, upper_body, blush, fur-trimmed_capelet, long_sleeves, looking_at_viewer, solo, closed_mouth, light_blue_hair, official_alternate_costume, simple_background, smile, detached_sleeves, green_bowtie, hair_ornament, holding, red_ribbon, trident, white_background, white_dress。
  • 聚类2: 包含8个样本，主要标签包括1girl, cleavage, detached_sleeves, dress, looking_at_viewer, solo, bare_shoulders, maid, smile, white_background, simple_background, white_thighhighs, frills, apron, blush, clothing_cutout, holding, skirt_hold, open_mouth, tray。
  • 聚类3: 包含5个样本，主要标签包括1girl, bare_shoulders, black_bowtie, black_dress, blush, cleavage, detached_collar, detached_sleeves, looking_at_viewer, maid, solo, very_long_hair, waist_apron, white_apron, gem, simple_background, smile, white_background, frilled_apron, juliet_sleeves, clothing_cutout, cowboy_shot, frilled_dress, hand_on_hip, hand_on_own_chest, holding, standing, twitter_username。
  • 聚类4: 包含7个样本，主要标签包括1girl, cleavage, detached_sleeves, looking_at_viewer, solo, trident, maid, smile, bare_shoulders, thighhighs, apron, dress。
  • 聚类5: 包含8个样本，主要标签包括1girl, blue_dress, cleavage, earrings, looking_at_viewer, solo, bare_shoulders, blue_nails, blush, blue_footwear, bridal_gauntlets, hair_ornament, skirt_hold, smile, collarbone, halter_dress, high_heels, nail_polish, thighs, trident, choker, full_body, holding, ribbon。
  • 聚类6: 包含7个样本，主要标签包括1boy, blush, hetero, looking_at_viewer, nipples, 1girl, penis, solo_focus, detached_sleeves, open_mouth, maid, bar_censor, cum, heart, nude, paizuri, sex, tongue_out。