
# Dataset of iori_minase/水瀬伊織/水濑伊织 (Azur Lane)

This is the dataset of iori_minase/水瀬伊織/水濑伊织 (Azur Lane), containing 500 images and their tags.

The core tags of this character are `long_hair, brown_hair, hairband, brown_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 | 512.08 MiB | [Download](https://huggingface.co/datasets/CyberHarem/iori_minase_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 339.78 MiB | [Download](https://huggingface.co/datasets/CyberHarem/iori_minase_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1141 | 676.23 MiB | [Download](https://huggingface.co/datasets/CyberHarem/iori_minase_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 467.54 MiB | [Download](https://huggingface.co/datasets/CyberHarem/iori_minase_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1141 | 885.61 MiB | [Download](https://huggingface.co/datasets/CyberHarem/iori_minase_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/iori_minase_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 |         9 | ![](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, dress, solo, stuffed_animal, stuffed_bunny, rabbit, blush, bow                                                                                    |
|   1 |         7 | ![](samples/1/clu1-sample0.png) | ![](samples/1/clu1-sample1.png) | ![](samples/1/clu1-sample2.png) | ![](samples/1/clu1-sample3.png) | ![](samples/1/clu1-sample4.png) | 1girl, solo, stuffed_animal, stuffed_bunny, dress, smile, one_eye_closed                                                                                 |
|   2 |         8 | ![](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, dress, solo, black_thighhighs, blush, zettai_ryouiki, bow, smile                                                                                  |
|   3 |         8 | ![](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, bracelet, solo, dress, blush, looking_at_viewer, smile, bare_shoulders, open_mouth, simple_background, white_background                           |
|   4 |        15 | ![](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, necklace, solo, beret, dress, thighhighs, belt, smile, earrings, wrist_cuffs, bare_shoulders, one_eye_closed, open_mouth                          |
|   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) | 1girl, solo, looking_at_viewer, sailor_bikini, white_bikini, blush, navel, sitting, bow, breasts, open_mouth, simple_background, smile, white_background |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | dress   | solo   | stuffed_animal   | stuffed_bunny   | rabbit   | blush   | bow   | smile   | one_eye_closed   | black_thighhighs   | zettai_ryouiki   | bracelet   | looking_at_viewer   | bare_shoulders   | open_mouth   | simple_background   | white_background   | necklace   | beret   | thighhighs   | belt   | earrings   | wrist_cuffs   | sailor_bikini   | white_bikini   | navel   | sitting   | breasts   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:-------|:-----------------|:----------------|:---------|:--------|:------|:--------|:-----------------|:-------------------|:-----------------|:-----------|:--------------------|:-----------------|:-------------|:--------------------|:-------------------|:-----------|:--------|:-------------|:-------|:-----------|:--------------|:----------------|:---------------|:--------|:----------|:----------|
|   0 |         9 | ![](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     |         |                  |                    |                  |            |                     |                  |              |                     |                    |            |         |              |        |            |               |                 |                |         |           |           |
|   1 |         7 | ![](samples/1/clu1-sample0.png) | ![](samples/1/clu1-sample1.png) | ![](samples/1/clu1-sample2.png) | ![](samples/1/clu1-sample3.png) | ![](samples/1/clu1-sample4.png) | X       | X       | X      | X                | X               |          |         |       | X       | X                |                    |                  |            |                     |                  |              |                     |                    |            |         |              |        |            |               |                 |                |         |           |           |
|   2 |         8 | ![](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                |            |                     |                  |              |                     |                    |            |         |              |        |            |               |                 |                |         |           |           |
|   3 |         8 | ![](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                  |            |         |              |        |            |               |                 |                |         |           |           |
|   4 |        15 | ![](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             |                 |                |         |           |           |
|   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         |


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 iori\_minase/水瀬伊織/水濑伊织 (Azur Lane)
=============================================


This is the dataset of iori\_minase/水瀬伊織/水濑伊织 (Azur Lane), containing 500 images and their tags.


The core tags of this character are 'long\_hair, brown\_hair, hairband, brown\_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