
# Dataset of amagi/天城/天城 (Azur Lane)

This is the dataset of amagi/天城/天城 (Azur Lane), containing 500 images and their tags.

The core tags of this character are `animal_ears, brown_hair, long_hair, fox_ears, breasts, purple_eyes, bangs, large_breasts, tail, animal_ear_fluff, thick_eyebrows, fox_girl, fox_tail, multiple_tails, blunt_bangs, 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              |      500 | 1.01 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/amagi_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 485.57 MiB | [Download](https://huggingface.co/datasets/CyberHarem/amagi_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1281 | 1.05 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/amagi_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 860.31 MiB | [Download](https://huggingface.co/datasets/CyberHarem/amagi_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1281 | 1.64 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/amagi_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/amagi_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 |        36 | ![](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, solo, white_bikini, bare_shoulders, cleavage, looking_at_viewer, see-through, very_long_hair, choker, official_alternate_costume, thigh_strap, sash, thighs, sitting, kitsune                                                                                                                                        |
|   1 |        14 | ![](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, holding_umbrella, oil-paper_umbrella, wide_sleeves, looking_at_viewer, red_coat, solo, purple_kimono, kitsune, petals, cherry_blossoms, sakuramon, smile, brown_gloves                                                                                                                                               |
|   2 |        11 | ![](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, looking_at_viewer, off_shoulder, shimenawa, solo, twintails, wide_sleeves, black_pantyhose, kyuubi, sidelocks, long_sleeves, red_kimono, detached_sleeves, bell, cherry_blossoms, ribbon, wooden_floor, holding, seiza, simple_background                                                                            |
|   3 |         8 | ![](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, bare_shoulders, cleavage, solo, looking_at_viewer, collarbone, off_shoulder, red_kimono, wide_sleeves, brown_tail, sitting, very_long_hair                                                                                                                                                                           |
|   4 |         5 | ![](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, cleavage, kimono, red_eyes, red_skirt, smile, solo, wide_sleeves, black_gloves, black_thighhighs, outdoors, pleated_skirt, full_body, standing, black_hair, brown_tail, cherry_blossoms, cloud, holding, kyuubi, looking_at_viewer, makeup, parted_lips, sakuramon, sidelocks, sky                                   |
|   5 |         6 | ![](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) | steam, 1girl, cleavage, collarbone, solo, bare_shoulders, naked_towel, looking_at_viewer                                                                                                                                                                                                                                    |
|   6 |         6 | ![](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, cleavage, folding_fan, holding_fan, looking_at_viewer, thighs, black_dress, indoors, solo, bare_shoulders, feather_boa, kitsune, official_alternate_costume, window, barefoot, nail_polish, on_couch, on_side, very_long_hair                                                                                        |
|   7 |         8 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-sample4.png) | 1girl, hetero, solo_focus, blush, nipples, open_mouth, ejaculation, heart, navel, 1boy, completely_nude, cum_in_pussy, multiple_boys, multiple_penises, overflow, sweat, uncensored, ahegao, choker, collarbone, dark-skinned_male, gangbang, handjob, huge_breasts, lactation, mosaic_censoring, sky, spread_legs, vaginal |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | white_bikini   | bare_shoulders   | cleavage   | looking_at_viewer   | see-through   | very_long_hair   | choker   | official_alternate_costume   | thigh_strap   | sash   | thighs   | sitting   | kitsune   | holding_umbrella   | oil-paper_umbrella   | wide_sleeves   | red_coat   | purple_kimono   | petals   | cherry_blossoms   | sakuramon   | smile   | brown_gloves   | off_shoulder   | shimenawa   | twintails   | black_pantyhose   | kyuubi   | sidelocks   | long_sleeves   | red_kimono   | detached_sleeves   | bell   | ribbon   | wooden_floor   | holding   | seiza   | simple_background   | collarbone   | brown_tail   | kimono   | red_eyes   | red_skirt   | black_gloves   | black_thighhighs   | outdoors   | pleated_skirt   | full_body   | standing   | black_hair   | cloud   | makeup   | parted_lips   | sky   | steam   | naked_towel   | folding_fan   | holding_fan   | black_dress   | indoors   | feather_boa   | window   | barefoot   | nail_polish   | on_couch   | on_side   | hetero   | solo_focus   | blush   | nipples   | open_mouth   | ejaculation   | heart   | navel   | 1boy   | completely_nude   | cum_in_pussy   | multiple_boys   | multiple_penises   | overflow   | sweat   | uncensored   | ahegao   | dark-skinned_male   | gangbang   | handjob   | huge_breasts   | lactation   | mosaic_censoring   | spread_legs   | vaginal   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:---------------|:-----------------|:-----------|:--------------------|:--------------|:-----------------|:---------|:-----------------------------|:--------------|:-------|:---------|:----------|:----------|:-------------------|:---------------------|:---------------|:-----------|:----------------|:---------|:------------------|:------------|:--------|:---------------|:---------------|:------------|:------------|:------------------|:---------|:------------|:---------------|:-------------|:-------------------|:-------|:---------|:---------------|:----------|:--------|:--------------------|:-------------|:-------------|:---------|:-----------|:------------|:---------------|:-------------------|:-----------|:----------------|:------------|:-----------|:-------------|:--------|:---------|:--------------|:------|:--------|:--------------|:--------------|:--------------|:--------------|:----------|:--------------|:---------|:-----------|:--------------|:-----------|:----------|:---------|:-------------|:--------|:----------|:-------------|:--------------|:--------|:--------|:-------|:------------------|:---------------|:----------------|:-------------------|:-----------|:--------|:-------------|:---------|:--------------------|:-----------|:----------|:---------------|:------------|:-------------------|:--------------|:----------|
|   0 |        36 | ![](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         |                    |                      |                |            |                 |          |                   |             |         |                |                |             |             |                   |          |             |                |              |                    |        |          |                |           |         |                     |              |              |          |            |             |                |                    |            |                 |             |            |              |         |          |               |       |         |               |               |               |               |           |               |          |            |               |            |           |          |              |         |           |              |               |         |         |        |                   |                |                 |                    |            |         |              |          |                     |            |           |                |             |                    |               |           |
|   1 |        14 | ![](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              |                |             |             |                   |          |             |                |              |                    |        |          |                |           |         |                     |              |              |          |            |             |                |                    |            |                 |             |            |              |         |          |               |       |         |               |               |               |               |           |               |          |            |               |            |           |          |              |         |           |              |               |         |         |        |                   |                |                 |                    |            |         |              |          |                     |            |           |                |             |                    |               |           |
|   2 |        11 | ![](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                   |              |              |          |            |             |                |                    |            |                 |             |            |              |         |          |               |       |         |               |               |               |               |           |               |          |            |               |            |           |          |              |         |           |              |               |         |         |        |                   |                |                 |                    |            |         |              |          |                     |            |           |                |             |                    |               |           |
|   3 |         8 | ![](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            |          |            |             |                |                    |            |                 |             |            |              |         |          |               |       |         |               |               |               |               |           |               |          |            |               |            |           |          |              |         |           |              |               |         |         |        |                   |                |                 |                    |            |         |              |          |                     |            |           |                |             |                    |               |           |
|   4 |         5 | ![](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     |         |               |               |               |               |           |               |          |            |               |            |           |          |              |         |           |              |               |         |         |        |                   |                |                 |                    |            |         |              |          |                     |            |           |                |             |                    |               |           |
|   5 |         6 | ![](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             |               |               |               |           |               |          |            |               |            |           |          |              |         |           |              |               |         |         |        |                   |                |                 |                    |            |         |              |          |                     |            |           |                |             |                    |               |           |
|   6 |         6 | ![](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         |          |              |         |           |              |               |         |         |        |                   |                |                 |                    |            |         |              |          |                     |            |           |                |             |                    |               |           |
|   7 |         8 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-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         |


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 amagi/天城/天城 (Azur Lane)
==================================


This is the dataset of amagi/天城/天城 (Azur Lane), containing 500 images and their tags.


The core tags of this character are 'animal\_ears, brown\_hair, long\_hair, fox\_ears, breasts, purple\_eyes, bangs, large\_breasts, tail, animal\_ear\_fluff, thick\_eyebrows, fox\_girl, fox\_tail, multiple\_tails, blunt\_bangs, 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(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