
# Dataset of kasumi/かすみ/霞DOA (Azur Lane)

This is the dataset of kasumi/かすみ/霞DOA (Azur Lane), containing 500 images and their tags.

The core tags of this character are `breasts, brown_hair, long_hair, brown_eyes, large_breasts, ponytail`, 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 | 593.14 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kasumi_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 366.92 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kasumi_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1062 | 705.84 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kasumi_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 530.82 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kasumi_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1062 | 936.09 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kasumi_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/kasumi_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 |        10 | ![](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, pelvic_curtain, solo, choker, sword, cleavage, white_panties, white_thighhighs, blush, sheathed, torn_clothes, japanese_clothes, open_mouth, weapon_on_back                                                                                                                                                                                                 |
|   1 |         7 | ![](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, choker, cleavage, panties, pelvic_curtain, solo, huge_breasts, white_thighhighs, covered_nipples, areola_slip, blush                                                                                                                                                                                                                                        |
|   2 |         6 | ![](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, bangs, choker, japanese_clothes, pelvic_curtain, puffy_short_sleeves, sash, solo, white_thighhighs, arm_guards, cleavage, looking_at_viewer, short_sword, thighs, weapon_on_back, hair_ribbon, lips, white_panties, collarbone, sheathed, simple_background, white_background, yellow_ribbon                                                                |
|   3 |         9 | ![](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, bangs, cleavage, hair_bow, japanese_clothes, pelvic_curtain, simple_background, single_braid, solo, white_background, white_thighhighs, arm_guards, blush, open_mouth, puffy_short_sleeves, reverse_grip, shiny_skin, short_sword, choker, shiny_hair, holding_sword, thighs, collarbone, yellow_bow, one_eye_closed                                        |
|   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, bangs, fingernails, hair_bow, japanese_clothes, looking_at_viewer, pelvic_curtain, puffy_short_sleeves, shiny_hair, shiny_skin, simple_background, single_braid, solo, thighs, white_background, white_thighhighs, arm_guards, cleavage, open_mouth, white_panties, yellow_bow, ass, choker, short_sword, weapon_on_back, blush, looking_back               |
|   5 |         8 | ![](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, arm_guards, bangs, japanese_clothes, pelvic_curtain, solo, white_panties, white_thighhighs, holding_sword, looking_at_viewer, marker_(medium), short_sword, ninja, hair_ribbon, parted_lips, short_sleeves, thighs, ass, cleavage, torn_thighhighs                                                                                                          |
|   6 |         8 | ![](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, pelvic_curtain, solo, sword, single_braid, cleavage, white_thighhighs, ass, choker, white_panties, wind                                                                                                                                                                                                                                                     |
|   7 |         5 | ![](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, arm_guards, bangs, choker, cleavage, collarbone, hair_ribbon, pelvic_curtain, solo, white_background, japanese_clothes, sash, simple_background, white_thighhighs, bare_shoulders, looking_at_viewer, parted_lips, short_sleeves, side-tie_panties, white_panties, ass_visible_through_thighs, cherry_blossoms, petals, weapon_on_back, wind, yellow_ribbon |
|   8 |         8 | ![](samples/8/clu8-sample0.png)   | ![](samples/8/clu8-sample1.png)   | ![](samples/8/clu8-sample2.png)   | ![](samples/8/clu8-sample3.png)   | ![](samples/8/clu8-sample4.png)   | 1girl, nipples, blush, cum_in_pussy, solo, after_sex, female_pubic_hair, spread_legs, white_thighhighs, cumdrip, choker, mosaic_censoring, pelvic_curtain                                                                                                                                                                                                          |
|   9 |        27 | ![](samples/9/clu9-sample0.png)   | ![](samples/9/clu9-sample1.png)   | ![](samples/9/clu9-sample2.png)   | ![](samples/9/clu9-sample3.png)   | ![](samples/9/clu9-sample4.png)   | 1girl, solo, blush, cleavage, smile, looking_at_viewer, navel, hair_ribbon, side-tie_bikini_bottom                                                                                                                                                                                                                                                                 |
|  10 |        16 | ![](samples/10/clu10-sample0.png) | ![](samples/10/clu10-sample1.png) | ![](samples/10/clu10-sample2.png) | ![](samples/10/clu10-sample3.png) | ![](samples/10/clu10-sample4.png) | hetero, solo_focus, mosaic_censoring, penis, 1girl, 1boy, nipples, blush, huge_breasts, nude, paizuri, cum, pussy, sex                                                                                                                                                                                                                                             |

### Table Version

|   # |   Samples | Img-1                             | Img-2                             | Img-3                             | Img-4                             | Img-5                             | 1girl   | pelvic_curtain   | solo   | choker   | sword   | cleavage   | white_panties   | white_thighhighs   | blush   | sheathed   | torn_clothes   | japanese_clothes   | open_mouth   | weapon_on_back   | panties   | huge_breasts   | covered_nipples   | areola_slip   | bangs   | puffy_short_sleeves   | sash   | arm_guards   | looking_at_viewer   | short_sword   | thighs   | hair_ribbon   | lips   | collarbone   | simple_background   | white_background   | yellow_ribbon   | hair_bow   | single_braid   | reverse_grip   | shiny_skin   | shiny_hair   | holding_sword   | yellow_bow   | one_eye_closed   | fingernails   | ass   | looking_back   | marker_(medium)   | ninja   | parted_lips   | short_sleeves   | torn_thighhighs   | wind   | bare_shoulders   | side-tie_panties   | ass_visible_through_thighs   | cherry_blossoms   | petals   | nipples   | cum_in_pussy   | after_sex   | female_pubic_hair   | spread_legs   | cumdrip   | mosaic_censoring   | smile   | navel   | side-tie_bikini_bottom   | hetero   | solo_focus   | penis   | 1boy   | nude   | paizuri   | cum   | pussy   | sex   |
|----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:--------|:-----------------|:-------|:---------|:--------|:-----------|:----------------|:-------------------|:--------|:-----------|:---------------|:-------------------|:-------------|:-----------------|:----------|:---------------|:------------------|:--------------|:--------|:----------------------|:-------|:-------------|:--------------------|:--------------|:---------|:--------------|:-------|:-------------|:--------------------|:-------------------|:----------------|:-----------|:---------------|:---------------|:-------------|:-------------|:----------------|:-------------|:-----------------|:--------------|:------|:---------------|:------------------|:--------|:--------------|:----------------|:------------------|:-------|:-----------------|:-------------------|:-----------------------------|:------------------|:---------|:----------|:---------------|:------------|:--------------------|:--------------|:----------|:-------------------|:--------|:--------|:-------------------------|:---------|:-------------|:--------|:-------|:-------|:----------|:------|:--------|:------|
|   0 |        10 | ![](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                |           |                |                   |               |         |                       |        |              |                     |               |          |               |        |              |                     |                    |                 |            |                |                |              |              |                 |              |                  |               |       |                |                   |         |               |                 |                   |        |                  |                    |                              |                   |          |           |                |             |                     |               |           |                    |         |         |                          |          |              |         |        |        |           |       |         |       |
|   1 |         7 | ![](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             |         |                       |        |              |                     |               |          |               |        |              |                     |                    |                 |            |                |                |              |              |                 |              |                  |               |       |                |                   |         |               |                 |                   |        |                  |                    |                              |                   |          |           |                |             |                     |               |           |                    |         |         |                          |          |              |         |        |        |           |       |         |       |
|   2 |         6 | ![](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               |            |                |                |              |              |                 |              |                  |               |       |                |                   |         |               |                 |                   |        |                  |                    |                              |                   |          |           |                |             |                     |               |           |                    |         |         |                          |          |              |         |        |        |           |       |         |       |
|   3 |         9 | ![](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               | 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     | X              |                   |         |               |                 |                   |        |                  |                    |                              |                   |          |           |                |             |                     |               |           |                    |         |         |                          |          |              |         |        |        |           |       |         |       |
|   5 |         8 | ![](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                 |        |                  |                    |                              |                   |          |           |                |             |                     |               |           |                    |         |         |                          |          |              |         |        |        |           |       |         |       |
|   6 |         8 | ![](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      |                  |                    |                              |                   |          |           |                |             |                     |               |           |                    |         |         |                          |          |              |         |        |        |           |       |         |       |
|   7 |         5 | ![](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        |           |                |             |                     |               |           |                    |         |         |                          |          |              |         |        |        |           |       |         |       |
|   8 |         8 | ![](samples/8/clu8-sample0.png)   | ![](samples/8/clu8-sample1.png)   | ![](samples/8/clu8-sample2.png)   | ![](samples/8/clu8-sample3.png)   | ![](samples/8/clu8-sample4.png)   | X       | X                | X      | X        |         |            |                 | X                  | X       |            |                |                    |              |                  |           |                |                   |               |         |                       |        |              |                     |               |          |               |        |              |                     |                    |                 |            |                |                |              |              |                 |              |                  |               |       |                |                   |         |               |                 |                   |        |                  |                    |                              |                   |          | X         | X              | X           | X                   | X             | X         | X                  |         |         |                          |          |              |         |        |        |           |       |         |       |
|   9 |        27 | ![](samples/9/clu9-sample0.png)   | ![](samples/9/clu9-sample1.png)   | ![](samples/9/clu9-sample2.png)   | ![](samples/9/clu9-sample3.png)   | ![](samples/9/clu9-sample4.png)   | X       |                  | X      |          |         | X          |                 |                    | X       |            |                |                    |              |                  |           |                |                   |               |         |                       |        |              | X                   |               |          | X             |        |              |                     |                    |                 |            |                |                |              |              |                 |              |                  |               |       |                |                   |         |               |                 |                   |        |                  |                    |                              |                   |          |           |                |             |                     |               |           |                    | X       | X       | X                        |          |              |         |        |        |           |       |         |       |
|  10 |        16 | ![](samples/10/clu10-sample0.png) | ![](samples/10/clu10-sample1.png) | ![](samples/10/clu10-sample2.png) | ![](samples/10/clu10-sample3.png) | ![](samples/10/clu10-sample4.png) | 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 kasumi/かすみ/霞DOA (Azur Lane)
======================================


This is the dataset of kasumi/かすみ/霞DOA (Azur Lane), containing 500 images and their tags.


The core tags of this character are 'breasts, brown\_hair, long\_hair, brown\_eyes, large\_breasts, ponytail', 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