
# Dataset of ranger/レンジャー/突击者 (Azur Lane)

This is the dataset of ranger/レンジャー/突击者 (Azur Lane), containing 62 images and their tags.

The core tags of this character are `long_hair, breasts, blue_eyes, large_breasts, hair_between_eyes, pink_hair, red_hair, bangs, very_long_hair`, 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              |       62 | 81.26 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/ranger_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       62 | 48.11 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/ranger_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      150 | 99.74 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/ranger_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       62 | 71.52 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/ranger_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      150 | 138.55 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ranger_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/ranger_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) | cleavage, looking_at_viewer, 1girl, bare_shoulders, blush, hat, solo, detached_sleeves, navel, collarbone, cowboy_shot, red_gloves, white_bikini, white_headwear, bikini_top_only, black_pants, front-tie_bikini_top, open_mouth, retrofit_(azur_lane), simple_background, anchor_choker, closed_mouth, midriff, stomach, streaked_hair, sweat, white_background |
|   1 |        15 | ![](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, detached_sleeves, solo, blush, cleavage, looking_at_viewer, pink_gloves, bare_shoulders, collarbone, headset, white_shirt, choker, partially_fingerless_gloves, open_mouth, skirt, white_background, between_breasts, jacket, open_vest, purple_eyes, simple_background, sleeveless, smile, thighhighs, upper_body                                        |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | cleavage   | looking_at_viewer   | 1girl   | bare_shoulders   | blush   | hat   | solo   | detached_sleeves   | navel   | collarbone   | cowboy_shot   | red_gloves   | white_bikini   | white_headwear   | bikini_top_only   | black_pants   | front-tie_bikini_top   | open_mouth   | retrofit_(azur_lane)   | simple_background   | anchor_choker   | closed_mouth   | midriff   | stomach   | streaked_hair   | sweat   | white_background   | pink_gloves   | headset   | white_shirt   | choker   | partially_fingerless_gloves   | skirt   | between_breasts   | jacket   | open_vest   | purple_eyes   | sleeveless   | smile   | thighhighs   | upper_body   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:-----------|:--------------------|:--------|:-----------------|:--------|:------|:-------|:-------------------|:--------|:-------------|:--------------|:-------------|:---------------|:-----------------|:------------------|:--------------|:-----------------------|:-------------|:-----------------------|:--------------------|:----------------|:---------------|:----------|:----------|:----------------|:--------|:-------------------|:--------------|:----------|:--------------|:---------|:------------------------------|:--------|:------------------|:---------|:------------|:--------------|:-------------|:--------|:-------------|:-------------|
|   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                  | X       | X            | X             | X            | X              | X                | X                 | X             | X                      | X            | X                      | X                   | X               | X              | X         | X         | X               | X       | X                  |               |           |               |          |                               |         |                   |          |             |               |              |         |              |              |
|   1 |        15 | ![](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            |


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 ranger/レンジャー/突击者 (Azur Lane)
=======================================


This is the dataset of ranger/レンジャー/突击者 (Azur Lane), containing 62 images and their tags.


The core tags of this character are 'long\_hair, breasts, blue\_eyes, large\_breasts, hair\_between\_eyes, pink\_hair, red\_hair, bangs, very\_long\_hair', 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