
# Dataset of tamaki/たまき/环 (Azur Lane)

This is the dataset of tamaki/たまき/环 (Azur Lane), containing 58 images and their tags.

The core tags of this character are `breasts, short_hair, green_hair, large_breasts, green_eyes, bangs, multicolored_hair, hair_between_eyes, mole_under_eye, mole`, 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              |       58 | 90.60 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/tamaki_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       58 | 49.20 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/tamaki_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      146 | 99.90 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/tamaki_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       58 | 76.75 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/tamaki_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      146 | 141.94 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tamaki_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/tamaki_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 |         8 | ![](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, cleavage, solo, bikini, looking_at_viewer, streaked_hair, blush, collarbone, smile, navel, ahoge, bare_shoulders, medium_breasts, hand_on_hip, jewelry, open_mouth                                              |
|   1 |         5 | ![](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, blush, looking_at_viewer, simple_background, smile, solo, bare_shoulders, cleavage, closed_mouth, white_background, bikini, blue_hair, collarbone, heart, medium_breasts, navel, one-piece_swimsuit, upper_body |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | cleavage   | solo   | bikini   | looking_at_viewer   | streaked_hair   | blush   | collarbone   | smile   | navel   | ahoge   | bare_shoulders   | medium_breasts   | hand_on_hip   | jewelry   | open_mouth   | simple_background   | closed_mouth   | white_background   | blue_hair   | heart   | one-piece_swimsuit   | upper_body   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------|:-------|:---------|:--------------------|:----------------|:--------|:-------------|:--------|:--------|:--------|:-----------------|:-----------------|:--------------|:----------|:-------------|:--------------------|:---------------|:-------------------|:------------|:--------|:---------------------|:-------------|
|   0 |         8 | ![](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            |                     |                |                    |             |         |                      |              |
|   1 |         5 | ![](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            |


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 tamaki/たまき/环 (Azur Lane)
===================================


This is the dataset of tamaki/たまき/环 (Azur Lane), containing 58 images and their tags.


The core tags of this character are 'breasts, short\_hair, green\_hair, large\_breasts, green\_eyes, bangs, multicolored\_hair, hair\_between\_eyes, mole\_under\_eye, mole', 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