
# Dataset of ayanami/綾波/绫波 (Azur Lane)

This is the dataset of ayanami/綾波/绫波 (Azur Lane), containing 500 images and their tags.

The core tags of this character are `long_hair, ponytail, bangs, headgear, hair_between_eyes, sidelocks, hair_ornament, breasts, blonde_hair, orange_eyes, red_eyes`, 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 | 772.52 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ayanami_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 402.94 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ayanami_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1305 | 906.70 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ayanami_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 666.02 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ayanami_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1305 | 1.30 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/ayanami_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/ayanami_azurlane',
    repo_type='dataset',
    filename='dataset-raw.zip',
)

# extract files to your directory
dataset_dir = 'dataset_dir'
os.makedirs(dataset_dir, exist_ok=True)
with zipfile.ZipFile(zip_file, 'r') as zf:
    zf.extractall(dataset_dir)

# load the dataset with waifuc
source = LocalSource(dataset_dir)
for item in source:
    print(item.image, item.meta['filename'], item.meta['tags'])
```

## List of Clusters

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

### Raw Text Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | Tags                                                                                                                                                                                                                                                                                                                                                                                                                        |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
|   0 |        11 | ![](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, looking_at_viewer, solo, bare_shoulders, detached_sleeves, holding_sword, china_dress, hair_ribbon, red_ribbon, thighhighs, cleavage, simple_background, elbow_gloves, hairclip, light_brown_hair, long_sleeves, side_slit, smile, very_long_hair, black_gloves, fingerless_gloves, greatsword, pelvic_curtain, white_background, wide_sleeves                                                                       |
|   1 |        33 | ![](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, blue_skirt, detached_sleeves, looking_at_viewer, midriff, pleated_skirt, serafuku, solo, wide_sleeves, retrofit_(azur_lane), white_thighhighs, belt, navel, zettai_ryouiki, blue_sailor_collar, long_sleeves, simple_background, collarbone, white_background, bare_shoulders, crop_top, blush, ascot, white_shirt, hairclip, high_ponytail, black_choker, medium_breasts, miniskirt, sitting, closed_mouth, stomach |
|   2 |         9 | ![](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, blue_sailor_collar, looking_at_viewer, serafuku, sleeveless_shirt, solo, white_shirt, bare_shoulders, crop_top, midriff, simple_background, white_background, navel, bandaged_leg, bare_arms, blue_skirt, blush, pleated_skirt, yellow_ascot, anchor_symbol, closed_mouth, collarbone, cowboy_shot, high_ponytail                                                                                                    |
|   3 |         6 | ![](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, belt, cloudy_sky, detached_sleeves, holding_sword, machinery, midriff, navel, ocean, pleated_skirt, retrofit_(azur_lane), serafuku, solo, torpedo_tubes, white_thighhighs, wide_sleeves, looking_at_viewer, turret, zettai_ryouiki, bare_shoulders, blue_skirt, choker, crop_top, underboob, hairclip, high_ponytail, outdoors, rigging, sailor_collar, shirt, standing                                              |
|   4 |        10 | ![](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, looking_at_viewer, serafuku, solo, blue_shirt, short_sleeves, blue_skirt, blush, pleated_skirt, white_background, alternate_costume, hairclip, simple_background, white_sailor_collar, wrist_cuffs, yellow_bowtie, frills, parted_lips, very_long_hair, high_ponytail, medium_breasts, smile, white_thighhighs                                                                                                       |
|   5 |        10 | ![](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, bare_shoulders, collarbone, looking_at_viewer, navel, solo, wide_sleeves, blush, midriff, off_shoulder, choker, long_sleeves, white_thighhighs, uchikake, cleavage, detached_sleeves, stomach                                                                                                                                                                                                                        |
|   6 |        16 | ![](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, looking_at_viewer, solo, hair_bow, mask_on_head, wide_sleeves, bare_shoulders, fox_mask, blush, long_sleeves, pleated_skirt, white_thighhighs, collarbone, black_skirt, smile, detached_collar, hairclip, zettai_ryouiki, cleavage, sleeves_past_wrists, fur_trim, kimono                                                                                                                                            |
|   7 |         7 | ![](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, black_pantyhose, black_shorts, looking_at_viewer, midriff, navel, short_shorts, solo, bare_shoulders, headphones, legwear_under_shorts, retrofit_(azur_lane), suspenders, blush, high_ponytail, off_shoulder, black_coat, black_jacket, brown_pantyhose, medium_breasts, open_coat, parted_lips, sitting, stomach, very_long_hair                                                                                    |
|   8 |         7 | ![](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, blush, looking_at_viewer, solo, bare_shoulders, collarbone, medium_breasts, outdoors, blue_sky, cloudy_sky, day, navel, white_bikini, cleavage, holding, wet, hairclip, ocean, water                                                                                                                                                                                                                                 |
|   9 |         8 | ![](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, looking_at_viewer, solo, blush, collarbone, short_sleeves, bare_shoulders, pillow, white_shirt, white_thighhighs, headphones, clothes_writing, off-shoulder_shirt, sitting, bandaid, oversized_clothes, white_background, window                                                                                                                                                                                     |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | looking_at_viewer   | solo   | bare_shoulders   | detached_sleeves   | holding_sword   | china_dress   | hair_ribbon   | red_ribbon   | thighhighs   | cleavage   | simple_background   | elbow_gloves   | hairclip   | light_brown_hair   | long_sleeves   | side_slit   | smile   | very_long_hair   | black_gloves   | fingerless_gloves   | greatsword   | pelvic_curtain   | white_background   | wide_sleeves   | blue_skirt   | midriff   | pleated_skirt   | serafuku   | retrofit_(azur_lane)   | white_thighhighs   | belt   | navel   | zettai_ryouiki   | blue_sailor_collar   | collarbone   | crop_top   | blush   | ascot   | white_shirt   | high_ponytail   | black_choker   | medium_breasts   | miniskirt   | sitting   | closed_mouth   | stomach   | sleeveless_shirt   | bandaged_leg   | bare_arms   | yellow_ascot   | anchor_symbol   | cowboy_shot   | cloudy_sky   | machinery   | ocean   | torpedo_tubes   | turret   | choker   | underboob   | outdoors   | rigging   | sailor_collar   | shirt   | standing   | blue_shirt   | short_sleeves   | alternate_costume   | white_sailor_collar   | wrist_cuffs   | yellow_bowtie   | frills   | parted_lips   | off_shoulder   | uchikake   | hair_bow   | mask_on_head   | fox_mask   | black_skirt   | detached_collar   | sleeves_past_wrists   | fur_trim   | kimono   | black_pantyhose   | black_shorts   | short_shorts   | headphones   | legwear_under_shorts   | suspenders   | black_coat   | black_jacket   | brown_pantyhose   | open_coat   | blue_sky   | day   | white_bikini   | holding   | wet   | water   | pillow   | clothes_writing   | off-shoulder_shirt   | bandaid   | oversized_clothes   | window   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-------|:-----------------|:-------------------|:----------------|:--------------|:--------------|:-------------|:-------------|:-----------|:--------------------|:---------------|:-----------|:-------------------|:---------------|:------------|:--------|:-----------------|:---------------|:--------------------|:-------------|:-----------------|:-------------------|:---------------|:-------------|:----------|:----------------|:-----------|:-----------------------|:-------------------|:-------|:--------|:-----------------|:---------------------|:-------------|:-----------|:--------|:--------|:--------------|:----------------|:---------------|:-----------------|:------------|:----------|:---------------|:----------|:-------------------|:---------------|:------------|:---------------|:----------------|:--------------|:-------------|:------------|:--------|:----------------|:---------|:---------|:------------|:-----------|:----------|:----------------|:--------|:-----------|:-------------|:----------------|:--------------------|:----------------------|:--------------|:----------------|:---------|:--------------|:---------------|:-----------|:-----------|:---------------|:-----------|:--------------|:------------------|:----------------------|:-----------|:---------|:------------------|:---------------|:---------------|:-------------|:-----------------------|:-------------|:-------------|:---------------|:------------------|:------------|:-----------|:------|:---------------|:----------|:------|:--------|:---------|:------------------|:---------------------|:----------|:--------------------|:---------|
|   0 |        11 | ![](samples/0/clu0-sample0.png) | ![](samples/0/clu0-sample1.png) | ![](samples/0/clu0-sample2.png) | ![](samples/0/clu0-sample3.png) | ![](samples/0/clu0-sample4.png) | X       | X                   | X      | X                | X                  | X               | X             | X             | X            | X            | X          | X                   | X              | X          | X                  | X              | X           | X       | X                | X              | X                   | X            | X                | X                  | X              |              |           |                 |            |                        |                    |        |         |                  |                      |              |            |         |         |               |                 |                |                  |             |           |                |           |                    |                |             |                |                 |               |              |             |         |                 |          |          |             |            |           |                 |         |            |              |                 |                     |                       |               |                 |          |               |                |            |            |                |            |               |                   |                       |            |          |                   |                |                |              |                        |              |              |                |                   |             |            |       |                |           |       |         |          |                   |                      |           |                     |          |
|   1 |        33 | ![](samples/1/clu1-sample0.png) | ![](samples/1/clu1-sample1.png) | ![](samples/1/clu1-sample2.png) | ![](samples/1/clu1-sample3.png) | ![](samples/1/clu1-sample4.png) | X       | X                   | X      | X                | X                  |                 |               |               |              |              |            | X                   |                | X          |                    | X              |             |         |                  |                |                     |              |                  | X                  | X              | X            | X         | X               | X          | X                      | X                  | X      | X       | X                | X                    | X            | X          | X       | X       | X             | X               | X              | X                | X           | X         | X              | X         |                    |                |             |                |                 |               |              |             |         |                 |          |          |             |            |           |                 |         |            |              |                 |                     |                       |               |                 |          |               |                |            |            |                |            |               |                   |                       |            |          |                   |                |                |              |                        |              |              |                |                   |             |            |       |                |           |       |         |          |                   |                      |           |                     |          |
|   2 |         9 | ![](samples/2/clu2-sample0.png) | ![](samples/2/clu2-sample1.png) | ![](samples/2/clu2-sample2.png) | ![](samples/2/clu2-sample3.png) | ![](samples/2/clu2-sample4.png) | X       | X                   | X      | X                |                    |                 |               |               |              |              |            | X                   |                |            |                    |                |             |         |                  |                |                     |              |                  | X                  |                | X            | X         | X               | X          |                        |                    |        | X       |                  | X                    | X            | X          | X       |         | X             | X               |                |                  |             |           | X              |           | X                  | X              | X           | X              | X               | X             |              |             |         |                 |          |          |             |            |           |                 |         |            |              |                 |                     |                       |               |                 |          |               |                |            |            |                |            |               |                   |                       |            |          |                   |                |                |              |                        |              |              |                |                   |             |            |       |                |           |       |         |          |                   |                      |           |                     |          |
|   3 |         6 | ![](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        | X           | X          | X         | X               | X       | X          |              |                 |                     |                       |               |                 |          |               |                |            |            |                |            |               |                   |                       |            |          |                   |                |                |              |                        |              |              |                |                   |             |            |       |                |           |       |         |          |                   |                      |           |                     |          |
|   4 |        10 | ![](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             |                |            |            |                |            |               |                   |                       |            |          |                   |                |                |              |                        |              |              |                |                   |             |            |       |                |           |       |         |          |                   |                      |           |                     |          |
|   5 |        10 | ![](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          |            |                |            |               |                   |                       |            |          |                   |                |                |              |                        |              |              |                |                   |             |            |       |                |           |       |         |          |                   |                      |           |                     |          |
|   6 |        16 | ![](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        |                   |                |                |              |                        |              |              |                |                   |             |            |       |                |           |       |         |          |                   |                      |           |                     |          |
|   7 |         7 | ![](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           |            |       |                |           |       |         |          |                   |                      |           |                     |          |
|   8 |         7 | ![](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       |          |                   |                      |           |                     |          |
|   9 |         8 | ![](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        |


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 ayanami/綾波/绫波 (Azur Lane)
====================================


This is the dataset of ayanami/綾波/绫波 (Azur Lane), containing 500 images and their tags.


The core tags of this character are 'long\_hair, ponytail, bangs, headgear, hair\_between\_eyes, sidelocks, hair\_ornament, breasts, blonde\_hair, orange\_eyes, red\_eyes', 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