
# 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 | ![](samples/0/clu0-sample0.png) | ![](samples/0/clu0-sample1.png) | ![](samples/0/clu0-sample2.png) | ![](samples/0/clu0-sample3.png) | ![](samples/0/clu0-sample4.png) | 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 | ![](samples/1/clu1-sample0.png) | ![](samples/1/clu1-sample1.png) | ![](samples/1/clu1-sample2.png) | ![](samples/1/clu1-sample3.png) | ![](samples/1/clu1-sample4.png) | 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 | ![](samples/2/clu2-sample0.png) | ![](samples/2/clu2-sample1.png) | ![](samples/2/clu2-sample2.png) | ![](samples/2/clu2-sample3.png) | ![](samples/2/clu2-sample4.png) | 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 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | 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 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | 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 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | 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 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-sample4.png) | 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 | ![](samples/0/clu0-sample0.png) | ![](samples/0/clu0-sample1.png) | ![](samples/0/clu0-sample2.png) | ![](samples/0/clu0-sample3.png) | ![](samples/0/clu0-sample4.png) | 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 | ![](samples/1/clu1-sample0.png) | ![](samples/1/clu1-sample1.png) | ![](samples/1/clu1-sample2.png) | ![](samples/1/clu1-sample3.png) | ![](samples/1/clu1-sample4.png) | 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 | ![](samples/2/clu2-sample0.png) | ![](samples/2/clu2-sample1.png) | ![](samples/2/clu2-sample2.png) | ![](samples/2/clu2-sample3.png) | ![](samples/2/clu2-sample4.png) | 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 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | 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 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | 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 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | X       |                      |                      | X                   |                |           |         |                     | X                  |              | X      |                    |                 |                   | X                |        |                       |                | X            |                      |      |               |               |               |            |              |                |      | X       |             |           |                |            |               |                    |                |              |              |               |                |           |         |           |               |           |               |           |         |                | X                  |                   |              |                |          |                   | X       |                |        |                       |           |        |            |                |                |       |            |                   |        |                   |               |        |                   |         |         |          | X           | X                | X             | X                  | X                 | X                | X               | X       | X           | X         | X             | X               |               |                 |                    |          |                 |                   |             |                     |               |               |
|   6 |        11 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-sample4.png) | X       |                      |                      | X                   |                |           |         | X                   |                    |              | X      | X                  |                 |                   | X                |        |                       |                | X            |                      | X    |               |               |               |            |              |                |      | X       |             |           |                |            |               |                    |                |              |              |               |                |           |         |           |               |           |               |           |         |                |                    |                   |              |                | X        |                   | X       |                |        | X                     |           |        |            |                |                |       |            |                   |        |                   |               |        |                   |         |         |          |             |                  |               |                    |                   |                  |                 |         |             |           |               |                 | X             | X               | X                  | X        | X               | X                 | X           | X                   | X             | X             |


task_categories:text-to-image size_categories:n<1K license:mit art not-for-all-audiences region:us
{"license": "mit", "size_categories": ["n<1K"], "task_categories": ["text-to-image"], "tags": ["art", "not-for-all-audiences"]}
TAGS
#task_categories-text-to-image #size_categories-n<1K #license-mit #art #not-for-all-audiences #region-us 

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(huggingface organization).


List of Packages
----------------



### Load Raw Dataset with Waifuc


We provide raw dataset (including tagged images) for waifuc loading. If you need this, just run the following code


List of Clusters
----------------


List of tag clustering result, maybe some outfits can be mined here.


### Raw Text Version



### Table Version




### Load Raw Dataset with Waifuc


We provide raw dataset (including tagged images) for waifuc loading. If you need this, just run the following code


List of Clusters
----------------


List of tag clustering result, maybe some outfits can be mined here. ### Raw Text Version ### Table Version
TAGS
#task_categories-text-to-image #size_categories-n<1K #license-mit #art #not-for-all-audiences #region-us 
 ### Load Raw Dataset with Waifuc


We provide raw dataset (including tagged images) for waifuc loading. If you need this, just run the following code


List of Clusters
----------------


List of tag clustering result, maybe some outfits can be mined here. ### Raw Text Version ### Table Version
passage: TAGS
#task_categories-text-to-image #size_categories-n<1K #license-mit #art #not-for-all-audiences #region-us 
### Load Raw Dataset with Waifuc


We provide raw dataset (including tagged images) for waifuc loading. If you need this, just run the following code


List of Clusters
----------------


List of tag clustering result, maybe some outfits can be mined here.### Raw Text Version### Table Version