
# Dataset of grani/グラニ/格拉尼 (Arknights)

This is the dataset of grani/グラニ/格拉尼 (Arknights), containing 293 images and their tags.

The core tags of this character are `animal_ears, grey_hair, long_hair, horse_ears, ponytail, bangs, hair_between_eyes, purple_eyes, visor_cap, horse_girl, tail`, 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              |      293 | 420.20 MiB | [Download](https://huggingface.co/datasets/CyberHarem/grani_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      293 | 215.71 MiB | [Download](https://huggingface.co/datasets/CyberHarem/grani_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      708 | 477.30 MiB | [Download](https://huggingface.co/datasets/CyberHarem/grani_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      293 | 359.49 MiB | [Download](https://huggingface.co/datasets/CyberHarem/grani_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      708 | 715.25 MiB | [Download](https://huggingface.co/datasets/CyberHarem/grani_arknights/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/grani_arknights',
    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 |         5 | ![](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, blue_coat, blue_pants, brown_shirt, full_body, grey_footwear, hip_vent, holding_polearm, sneakers, solo, spear, armband, blue_jacket, greaves, grey_eyes, horse_tail, looking_at_viewer, multiple_straps, open_coat, popped_collar, standing, black_gloves, simple_background, :d, boots, elbow_gloves, open_mouth, police_uniform, white_background |
|   1 |        22 | ![](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, brown_shirt, solo, gloves, looking_at_viewer, hip_vent, armband, jacket, smile, holding_polearm, infection_monitor_(arknights), blue_pants, white_background, simple_background, cowboy_shot, closed_mouth, open_coat, black_pants, police_uniform                                                                                                   |
|   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, police_uniform, simple_background, solo, upper_body, armband, brown_shirt, white_background, closed_mouth, looking_at_viewer, smile, blush, choker, open_jacket                                                                                                                                                                                      |
|   3 |         5 | ![](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, gloves, open_mouth, police_uniform, solo, armband, brown_shirt, looking_at_viewer, white_background, :d, open_jacket, simple_background, upper_body, blush, grey_eyes, notice_lines                                                                                                                                                                  |
|   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, solo, looking_at_viewer, official_alternate_costume, green_shirt, open_mouth, holding_food, striped_necktie, black_pantyhose, ice_cream_cone, simple_background, checkered_skirt, horse_tail, white_background, :d, green_jacket, hair_ornament, hip_vent, long_sleeves, sitting                                                                     |
|   5 |         7 | ![](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) | 1boy, hetero, penis, solo_focus, 1girl, blush, nipples, open_mouth, pussy, sex, bar_censor, gloves, vaginal, armband, cum, lying, medium_breasts, navel, torn_clothes                                                                                                                                                                                       |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | blue_coat   | blue_pants   | brown_shirt   | full_body   | grey_footwear   | hip_vent   | holding_polearm   | sneakers   | solo   | spear   | armband   | blue_jacket   | greaves   | grey_eyes   | horse_tail   | looking_at_viewer   | multiple_straps   | open_coat   | popped_collar   | standing   | black_gloves   | simple_background   | :d   | boots   | elbow_gloves   | open_mouth   | police_uniform   | white_background   | gloves   | jacket   | smile   | infection_monitor_(arknights)   | cowboy_shot   | closed_mouth   | black_pants   | upper_body   | blush   | choker   | open_jacket   | notice_lines   | official_alternate_costume   | green_shirt   | holding_food   | striped_necktie   | black_pantyhose   | ice_cream_cone   | checkered_skirt   | green_jacket   | hair_ornament   | long_sleeves   | sitting   | 1boy   | hetero   | penis   | solo_focus   | nipples   | pussy   | sex   | bar_censor   | vaginal   | cum   | lying   | medium_breasts   | navel   | torn_clothes   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:------------|:-------------|:--------------|:------------|:----------------|:-----------|:------------------|:-----------|:-------|:--------|:----------|:--------------|:----------|:------------|:-------------|:--------------------|:------------------|:------------|:----------------|:-----------|:---------------|:--------------------|:-----|:--------|:---------------|:-------------|:-----------------|:-------------------|:---------|:---------|:--------|:--------------------------------|:--------------|:---------------|:--------------|:-------------|:--------|:---------|:--------------|:---------------|:-----------------------------|:--------------|:---------------|:------------------|:------------------|:-----------------|:------------------|:---------------|:----------------|:---------------|:----------|:-------|:---------|:--------|:-------------|:----------|:--------|:------|:-------------|:----------|:------|:--------|:-----------------|:--------|:---------------|
|   0 |         5 | ![](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            | X                | X                  |          |          |         |                                 |               |                |               |              |         |          |               |                |                              |               |                |                   |                   |                  |                   |                |                 |                |           |        |          |         |              |           |         |       |              |           |       |         |                  |         |                |
|   1 |        22 | ![](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 |         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             |                |                              |               |                |                   |                   |                  |                   |                |                 |                |           |        |          |         |              |           |         |       |              |           |       |         |                  |         |                |
|   3 |         5 | ![](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              |                              |               |                |                   |                   |                  |                   |                |                 |                |           |        |          |         |              |           |         |       |              |           |       |         |                  |         |                |
|   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                 | X                 | X                | X                 | X              | X               | X              | X         |        |          |         |              |           |         |       |              |           |       |         |                  |         |                |
|   5 |         7 | ![](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       | 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 grani/グラニ/格拉尼 (Arknights)
====================================


This is the dataset of grani/グラニ/格拉尼 (Arknights), containing 293 images and their tags.


The core tags of this character are 'animal\_ears, grey\_hair, long\_hair, horse\_ears, ponytail, bangs, hair\_between\_eyes, purple\_eyes, visor\_cap, horse\_girl, tail', 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