
# Dataset of z23/Z23 (Azur Lane)

This is the dataset of z23/Z23 (Azur Lane), containing 500 images and their tags.

The core tags of this character are `short_hair, breasts, bangs, bow, blue_eyes, blonde_hair, hair_bow, purple_eyes, hat, medium_breasts, beret`, 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 | 638.35 MiB | [Download](https://huggingface.co/datasets/CyberHarem/z23_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 363.57 MiB | [Download](https://huggingface.co/datasets/CyberHarem/z23_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1206 | 801.21 MiB | [Download](https://huggingface.co/datasets/CyberHarem/z23_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 561.99 MiB | [Download](https://huggingface.co/datasets/CyberHarem/z23_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1206 | 1.11 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/z23_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/z23_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 |        13 | ![](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)   | 1boy, 1girl, blush, hetero, sex, vaginal, nipples, penis, solo_focus, navel, open_mouth, spread_legs, looking_at_viewer, cum_in_pussy, cowgirl_position, gloves, iron_cross, mosaic_censoring, sweat, collarbone, completely_nude, large_breasts                                                                                                                                                                                                                                                                                                                                                     |
|   1 |         9 | ![](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_dress, blush, bridal_veil, iron_cross, looking_at_viewer, sleeveless_dress, solo, wedding_dress, black_gloves, necklace, turtleneck_dress, red_rose, frills, hair_between_eyes, hair_ornament, holding, simple_background, smile, white_background, sidelocks                                                                                                                                                                                                                                                                                                           |
|   2 |        18 | ![](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, bare_shoulders, iron_cross, simple_background, solo, white_background, white_gloves, looking_at_viewer, bike_shorts, blush, hair_between_eyes, ribbon, detached_sleeves, standing, open_mouth, sideboob, black_shorts, double-breasted, sleeveless                                                                                                                                                                                                                                                                                                                                            |
|   3 |        11 | ![](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, ocean, bare_shoulders, cloud, day, open_mouth, outdoors, iron_cross, looking_at_viewer, smile, solo, blue_sky, blush, see-through, cleavage, thigh_strap, barefoot, black_bikini, choker, hair_between_eyes, navel, ribbon, water, beach                                                                                                                                                                                                                                                                                                                                                      |
|   4 |        12 | ![](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)   | blue_shirt, blush, looking_at_viewer, midriff, solo, wrist_cuffs, 1girl, blue_headwear, blue_skirt, crop_top, navel, neck_ribbon, sleeveless_shirt, white_sailor_collar, frills, pleated_skirt, smile, yellow_ribbon, bare_shoulders, collarbone, white_background, hair_between_eyes, simple_background, blue_serafuku, closed_mouth, hand_on_hip, hand_up, anchor_symbol, shorts_under_skirt, standing                                                                                                                                                                                             |
|   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)   | fake_animal_ears, gloves, iron_cross, rabbit_ears, bare_shoulders, looking_at_viewer, open_mouth, sleeveless, 2girls, blush, hair_between_eyes, ribbon, simple_background, white_background, 3girls, light_brown_hair, long_hair, sidelocks, smile, solo_focus, twintails, white_hair                                                                                                                                                                                                                                                                                                                |
|   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)   | looking_at_viewer, mini_hat, plaid_skirt, 1girl, bare_shoulders, midriff, sleeveless_shirt, solo, tilted_headwear, white_gloves, idol, iron_cross, navel, blush, braid, crop_top, red_bow, smile, standing, black_headwear, black_thighhighs, collared_shirt, elbow_gloves, headset, plaid_bow, bowtie, open_mouth, plaid_headwear, armpits, belt, black_footwear, black_skirt, hair_between_eyes, miniskirt, official_alternate_costume, pleated_skirt, top_hat, white_background, white_shirt, zettai_ryouiki, black_bow, closed_mouth, detached_sleeves, frilled_skirt, full_body, hand_up, shoes |
|   7 |        11 | ![](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)   | bare_shoulders, looking_at_viewer, 1girl, glasses, solo, necktie, sideboob, black_skirt, blush, sleeveless, black_pantyhose, off_shoulder, pencil_skirt, simple_background, white_background, miniskirt, shirt, black_bow, labcoat, smile                                                                                                                                                                                                                                                                                                                                                            |
|   8 |         9 | ![](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, bikini, blush, cow_ears, cow_horns, cow_print, elbow_gloves, fake_animal_ears, bare_shoulders, large_breasts, thighhighs, collarbone, cow_tail, fake_horns, looking_at_viewer, white_gloves, alternate_costume, navel, simple_background, solo, sweat, brown_hair, cleavage, cow_girl, open_mouth                                                                                                                                                                                                                                                                                             |
|   9 |        12 | ![](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, bikini_armor, large_breasts, red_bikini, navel, bare_shoulders, blush, fingerless_gloves, hair_between_eyes, red_armor, solo, cleavage, headgear, official_alternate_costume, standing, thigh_strap, groin, sidelocks, cowboy_shot, highleg_bikini, looking_at_viewer, armlet, closed_mouth, elbow_gloves, sweat                                                                                                                                                                                                                                                                              |
|  10 |         9 | ![](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) | bare_shoulders, blush, 1girl, looking_at_viewer, one_side_up, red_scrunchie, solo, hair_scrunchie, short_shorts, barefoot, black_shorts, cleavage, collarbone, wrist_scrunchie, bare_legs, black_camisole, brown_hair, feet, indoors, midriff, toes, alternate_costume, closed_mouth, full_body, hair_between_eyes, holding_cup, navel, plant, sitting, soles                                                                                                                                                                                                                                        |

### Table Version

|   # |   Samples | Img-1                             | Img-2                             | Img-3                             | Img-4                             | Img-5                             | 1boy   | 1girl   | blush   | hetero   | sex   | vaginal   | nipples   | penis   | solo_focus   | navel   | open_mouth   | spread_legs   | looking_at_viewer   | cum_in_pussy   | cowgirl_position   | gloves   | iron_cross   | mosaic_censoring   | sweat   | collarbone   | completely_nude   | large_breasts   | bare_shoulders   | black_dress   | bridal_veil   | sleeveless_dress   | solo   | wedding_dress   | black_gloves   | necklace   | turtleneck_dress   | red_rose   | frills   | hair_between_eyes   | hair_ornament   | holding   | simple_background   | smile   | white_background   | sidelocks   | white_gloves   | bike_shorts   | ribbon   | detached_sleeves   | standing   | sideboob   | black_shorts   | double-breasted   | sleeveless   | ocean   | cloud   | day   | outdoors   | blue_sky   | see-through   | cleavage   | thigh_strap   | barefoot   | black_bikini   | choker   | water   | beach   | blue_shirt   | midriff   | wrist_cuffs   | blue_headwear   | blue_skirt   | crop_top   | neck_ribbon   | sleeveless_shirt   | white_sailor_collar   | pleated_skirt   | yellow_ribbon   | blue_serafuku   | closed_mouth   | hand_on_hip   | hand_up   | anchor_symbol   | shorts_under_skirt   | fake_animal_ears   | rabbit_ears   | 2girls   | 3girls   | light_brown_hair   | long_hair   | twintails   | white_hair   | mini_hat   | plaid_skirt   | tilted_headwear   | idol   | braid   | red_bow   | black_headwear   | black_thighhighs   | collared_shirt   | elbow_gloves   | headset   | plaid_bow   | bowtie   | plaid_headwear   | armpits   | belt   | black_footwear   | black_skirt   | miniskirt   | official_alternate_costume   | top_hat   | white_shirt   | zettai_ryouiki   | black_bow   | frilled_skirt   | full_body   | shoes   | glasses   | necktie   | black_pantyhose   | off_shoulder   | pencil_skirt   | shirt   | labcoat   | bikini   | cow_ears   | cow_horns   | cow_print   | thighhighs   | cow_tail   | fake_horns   | alternate_costume   | brown_hair   | cow_girl   | bikini_armor   | red_bikini   | fingerless_gloves   | red_armor   | headgear   | groin   | cowboy_shot   | highleg_bikini   | armlet   | one_side_up   | red_scrunchie   | hair_scrunchie   | short_shorts   | wrist_scrunchie   | bare_legs   | black_camisole   | feet   | indoors   | toes   | holding_cup   | plant   | sitting   | soles   |
|----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:-------|:--------|:--------|:---------|:------|:----------|:----------|:--------|:-------------|:--------|:-------------|:--------------|:--------------------|:---------------|:-------------------|:---------|:-------------|:-------------------|:--------|:-------------|:------------------|:----------------|:-----------------|:--------------|:--------------|:-------------------|:-------|:----------------|:---------------|:-----------|:-------------------|:-----------|:---------|:--------------------|:----------------|:----------|:--------------------|:--------|:-------------------|:------------|:---------------|:--------------|:---------|:-------------------|:-----------|:-----------|:---------------|:------------------|:-------------|:--------|:--------|:------|:-----------|:-----------|:--------------|:-----------|:--------------|:-----------|:---------------|:---------|:--------|:--------|:-------------|:----------|:--------------|:----------------|:-------------|:-----------|:--------------|:-------------------|:----------------------|:----------------|:----------------|:----------------|:---------------|:--------------|:----------|:----------------|:---------------------|:-------------------|:--------------|:---------|:---------|:-------------------|:------------|:------------|:-------------|:-----------|:--------------|:------------------|:-------|:--------|:----------|:-----------------|:-------------------|:-----------------|:---------------|:----------|:------------|:---------|:-----------------|:----------|:-------|:-----------------|:--------------|:------------|:-----------------------------|:----------|:--------------|:-----------------|:------------|:----------------|:------------|:--------|:----------|:----------|:------------------|:---------------|:---------------|:--------|:----------|:---------|:-----------|:------------|:------------|:-------------|:-----------|:-------------|:--------------------|:-------------|:-----------|:---------------|:-------------|:--------------------|:------------|:-----------|:--------|:--------------|:-----------------|:---------|:--------------|:----------------|:-----------------|:---------------|:------------------|:------------|:-----------------|:-------|:----------|:-------|:--------------|:--------|:----------|:--------|
|   0 |        13 | ![](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               |                  |               |               |                    |        |                 |                |            |                    |            |          |                     |                 |           |                     |         |                    |             |                |               |          |                    |            |            |                |                   |              |         |         |       |            |            |               |            |               |            |                |          |         |         |              |           |               |                 |              |            |               |                    |                       |                 |                 |                 |                |               |           |                 |                      |                    |               |          |          |                    |             |             |              |            |               |                   |        |         |           |                  |                    |                  |                |           |             |          |                  |           |        |                  |               |             |                              |           |               |                  |             |                 |             |         |           |           |                   |                |                |         |           |          |            |             |             |              |            |              |                     |              |            |                |              |                     |             |            |         |               |                  |          |               |                 |                  |                |                   |             |                  |        |           |        |               |         |           |         |
|   1 |         9 | ![](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           |                |               |          |                    |            |            |                |                   |              |         |         |       |            |            |               |            |               |            |                |          |         |         |              |           |               |                 |              |            |               |                    |                       |                 |                 |                 |                |               |           |                 |                      |                    |               |          |          |                    |             |             |              |            |               |                   |        |         |           |                  |                    |                  |                |           |             |          |                  |           |        |                  |               |             |                              |           |               |                  |             |                 |             |         |           |           |                   |                |                |         |           |          |            |             |             |              |            |              |                     |              |            |                |              |                     |             |            |         |               |                  |          |               |                 |                  |                |                   |             |                  |        |           |        |               |         |           |         |
|   2 |        18 | ![](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            |         |         |       |            |            |               |            |               |            |                |          |         |         |              |           |               |                 |              |            |               |                    |                       |                 |                 |                 |                |               |           |                 |                      |                    |               |          |          |                    |             |             |              |            |               |                   |        |         |           |                  |                    |                  |                |           |             |          |                  |           |        |                  |               |             |                              |           |               |                  |             |                 |             |         |           |           |                   |                |                |         |           |          |            |             |             |              |            |              |                     |              |            |                |              |                     |             |            |         |               |                  |          |               |                 |                  |                |                   |             |                  |        |           |        |               |         |           |         |
|   3 |        11 | ![](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       |              |           |               |                 |              |            |               |                    |                       |                 |                 |                 |                |               |           |                 |                      |                    |               |          |          |                    |             |             |              |            |               |                   |        |         |           |                  |                    |                  |                |           |             |          |                  |           |        |                  |               |             |                              |           |               |                  |             |                 |             |         |           |           |                   |                |                |         |           |          |            |             |             |              |            |              |                     |              |            |                |              |                     |             |            |         |               |                  |          |               |                 |                  |                |                   |             |                  |        |           |        |               |         |           |         |
|   4 |        12 | ![](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             | 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                   |                 |           | 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             | X                 | X      | X       | X         | X                | X                  | X                | X              | X         | X           | X        | X                | X         | X      | X                | X             | X           | X                            | X         | X             | X                | X           | X               | X           | X       |           |           |                   |                |                |         |           |          |            |             |             |              |            |              |                     |              |            |                |              |                     |             |            |         |               |                  |          |               |                 |                  |                |                   |             |                  |        |           |        |               |         |           |         |
|   7 |        11 | ![](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         |          |            |             |             |              |            |              |                     |              |            |                |              |                     |             |            |         |               |                  |          |               |                 |                  |                |                   |             |                  |        |           |        |               |         |           |         |
|   8 |         9 | ![](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          |               |            |                |          |         |         |              |           |               |                 |              |            |               |                    |                       |                 |                 |                 |                |               |           |                 |                      | X                  |               |          |          |                    |             |             |              |            |               |                   |        |         |           |                  |                    |                  | X              |           |             |          |                  |           |        |                  |               |             |                              |           |               |                  |             |                 |             |         |           |           |                   |                |                |         |           | X        | X          | X           | X           | X            | X          | X            | X                   | X            | X          |                |              |                     |             |            |         |               |                  |          |               |                 |                  |                |                   |             |                  |        |           |        |               |         |           |         |
|   9 |        12 | ![](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                   |                 |           |                     |         |                    | X           |                |               |          |                    | X          |            |                |                   |              |         |         |       |            |            |               | X          | X             |            |                |          |         |         |              |           |               |                 |              |            |               |                    |                       |                 |                 |                 | X              |               |           |                 |                      |                    |               |          |          |                    |             |             |              |            |               |                   |        |         |           |                  |                    |                  | X              |           |             |          |                  |           |        |                  |               |             | X                            |           |               |                  |             |                 |             |         |           |           |                   |                |                |         |           |          |            |             |             |              |            |              |                     |              |            | X              | X            | X                   | X           | X          | X       | X             | X                | X        |               |                 |                  |                |                   |             |                  |        |           |        |               |         |           |         |
|  10 |         9 | ![](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           |         |           |           |                   |                |                |         |           |          |            |             |             |              |            |              | 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 z23/Z23 (Azur Lane)
==============================


This is the dataset of z23/Z23 (Azur Lane), containing 500 images and their tags.


The core tags of this character are 'short\_hair, breasts, bangs, bow, blue\_eyes, blonde\_hair, hair\_bow, purple\_eyes, hat, medium\_breasts, beret', 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