
# Dataset of yume_minami/南夢芽/南梦芽 (Azur Lane)

This is the dataset of yume_minami/南夢芽/南梦芽 (Azur Lane), containing 475 images and their tags.

The core tags of this character are `long_hair, green_eyes, brown_hair, bangs`, 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              |      475 | 665.39 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yume_minami_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      475 | 344.34 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yume_minami_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1169 | 742.10 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yume_minami_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      475 | 571.15 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yume_minami_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1169 | 1.07 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/yume_minami_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/yume_minami_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 |        16 | ![](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, school_uniform, solo, blazer, collared_shirt, black_jacket, upper_body, white_shirt, looking_at_viewer, simple_background, long_sleeves, closed_mouth, sweater, white_background, open_jacket                                                                                                                                                                                       |
|   1 |        16 | ![](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, black_pantyhose, blazer, looking_at_viewer, solo, black_jacket, long_sleeves, pleated_skirt, school_uniform, black_skirt, closed_mouth, open_jacket, white_shirt, collared_shirt, miniskirt, sweater, standing, cowboy_shot, backpack                                                                                                                                               |
|   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, looking_at_viewer, pleated_skirt, school_uniform, solo, black_jacket, black_pantyhose, blazer, long_sleeves, backpack                                                                                                                                                                                                                                                               |
|   3 |        19 | ![](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, black_pantyhose, school_uniform, solo, looking_at_viewer, blazer, pleated_skirt, simple_background, white_background                                                                                                                                                                                                                                                                |
|   4 |         8 | ![](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, brown_footwear, long_sleeves, looking_at_viewer, school_uniform, black_pantyhose, loafers, pleated_skirt, solo, black_jacket, blazer, white_shirt, black_skirt, collared_shirt, closed_mouth, full_body, holding, sitting, white_background, blue_skirt, simple_background, squatting                                                                                               |
|   5 |        14 | ![](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) | looking_at_viewer, 1girl, necktie, pink_shirt, solo, black_skirt, pleated_skirt, school_uniform, smile, short_sleeves, simple_background, bracelet, white_background, collared_shirt, socks, brown_footwear, loafers, sitting                                                                                                                                                              |
|   6 |        30 | ![](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, medium_breasts, short_shorts, navel, cleavage, simple_background, collarbone, denim_shorts, pink_bikini, white_background, white_bikini, bare_shoulders, smile                                                                                                                                                                                             |
|   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) | detached_collar, fake_animal_ears, looking_at_viewer, playboy_bunny, rabbit_ears, wrist_cuffs, 1girl, rabbit_tail, solo, black_leotard, black_pantyhose, blush, green_background, strapless_leotard, bare_shoulders, black_bowtie, blonde_hair, cleavage, fake_tail, fishnets, high_heels, open_mouth, simple_background, small_breasts, smile, standing, white_background, white_footwear |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | school_uniform   | solo   | blazer   | collared_shirt   | black_jacket   | upper_body   | white_shirt   | looking_at_viewer   | simple_background   | long_sleeves   | closed_mouth   | sweater   | white_background   | open_jacket   | black_pantyhose   | pleated_skirt   | black_skirt   | miniskirt   | standing   | cowboy_shot   | backpack   | brown_footwear   | loafers   | full_body   | holding   | sitting   | blue_skirt   | squatting   | necktie   | pink_shirt   | smile   | short_sleeves   | bracelet   | socks   | medium_breasts   | short_shorts   | navel   | cleavage   | collarbone   | denim_shorts   | pink_bikini   | white_bikini   | bare_shoulders   | detached_collar   | fake_animal_ears   | playboy_bunny   | rabbit_ears   | wrist_cuffs   | rabbit_tail   | black_leotard   | blush   | green_background   | strapless_leotard   | black_bowtie   | blonde_hair   | fake_tail   | fishnets   | high_heels   | open_mouth   | small_breasts   | white_footwear   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:-------|:---------|:-----------------|:---------------|:-------------|:--------------|:--------------------|:--------------------|:---------------|:---------------|:----------|:-------------------|:--------------|:------------------|:----------------|:--------------|:------------|:-----------|:--------------|:-----------|:-----------------|:----------|:------------|:----------|:----------|:-------------|:------------|:----------|:-------------|:--------|:----------------|:-----------|:--------|:-----------------|:---------------|:--------|:-----------|:-------------|:---------------|:--------------|:---------------|:-----------------|:------------------|:-------------------|:----------------|:--------------|:--------------|:--------------|:----------------|:--------|:-------------------|:--------------------|:---------------|:--------------|:------------|:-----------|:-------------|:-------------|:----------------|:-----------------|
|   0 |        16 | ![](samples/0/clu0-sample0.png) | ![](samples/0/clu0-sample1.png) | ![](samples/0/clu0-sample2.png) | ![](samples/0/clu0-sample3.png) | ![](samples/0/clu0-sample4.png) | X       | X                | X      | X        | X                | X              | X            | X             | X                   | X                   | X              | X              | X         | X                  | X             |                   |                 |               |             |            |               |            |                  |           |             |           |           |              |             |           |              |         |                 |            |         |                  |                |         |            |              |                |               |                |                  |                   |                    |                 |               |               |               |                 |         |                    |                     |                |               |             |            |              |              |                 |                  |
|   1 |        16 | ![](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          |                  |           |             |           |           |              |             |           |              |         |                 |            |         |                  |                |         |            |              |                |               |                |                  |                   |                    |                 |               |               |               |                 |         |                    |                     |                |               |             |            |              |              |                 |                  |
|   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          |                  |           |             |           |           |              |             |           |              |         |                 |            |         |                  |                |         |            |              |                |               |                |                  |                   |                    |                 |               |               |               |                 |         |                    |                     |                |               |             |            |              |              |                 |                  |
|   3 |        19 | ![](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               |               |             |            |               |            |                  |           |             |           |           |              |             |           |              |         |                 |            |         |                  |                |         |            |              |                |               |                |                  |                   |                    |                 |               |               |               |                 |         |                    |                     |                |               |             |            |              |              |                 |                  |
|   4 |         8 | ![](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           |           |              |         |                 |            |         |                  |                |         |            |              |                |               |                |                  |                   |                    |                 |               |               |               |                 |         |                    |                     |                |               |             |            |              |              |                 |                  |
|   5 |        14 | ![](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       |                  |                |         |            |              |                |               |                |                  |                   |                    |                 |               |               |               |                 |         |                    |                     |                |               |             |            |              |              |                 |                  |
|   6 |        30 | ![](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                |                   |                    |                 |               |               |               |                 |         |                    |                     |                |               |             |            |              |              |                 |                  |
|   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            | 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 yume\_minami/南夢芽/南梦芽 (Azur Lane)
===========================================


This is the dataset of yume\_minami/南夢芽/南梦芽 (Azur Lane), containing 475 images and their tags.


The core tags of this character are 'long\_hair, green\_eyes, brown\_hair, bangs', 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