
# Dataset of shamare/シャマレ/巫恋 (Arknights)

This is the dataset of shamare/シャマレ/巫恋 (Arknights), containing 301 images and their tags.

The core tags of this character are `animal_ears, animal_ear_fluff, fox_ears, twintails, pink_hair, bangs, tail, fox_girl, fox_tail, hair_between_eyes, hair_ornament, symbol-shaped_pupils, pink_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              |      301 | 527.15 MiB | [Download](https://huggingface.co/datasets/CyberHarem/shamare_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      301 | 255.37 MiB | [Download](https://huggingface.co/datasets/CyberHarem/shamare_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      743 | 571.78 MiB | [Download](https://huggingface.co/datasets/CyberHarem/shamare_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      301 | 442.39 MiB | [Download](https://huggingface.co/datasets/CyberHarem/shamare_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      743 | 907.82 MiB | [Download](https://huggingface.co/datasets/CyberHarem/shamare_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/shamare_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 |        14 | ![](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, black_dress, black_headwear, solo, official_alternate_costume, purple_eyes, purple_hair, looking_at_viewer, black_bow, closed_mouth, wrist_cuffs, butterfly, white_background, holding_book, mini_hat, simple_background                                                                                |
|   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, long_sleeves, looking_at_viewer, solo, white_shirt, simple_background, closed_mouth, stuffed_animal, white_background, holding_stuffed_toy, blush, cowboy_shot, white_pantyhose, black_dress, collared_shirt, heart-shaped_pupils, upper_body, v-shaped_eyebrows                                        |
|   2 |        14 | ![](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, solo, stuffed_animal, white_shirt, black_footwear, high_heels, long_sleeves, looking_at_viewer, white_pantyhose, closed_mouth, knife, holding_stuffed_toy, simple_background, skirt, shoes, white_background, holding_book, object_hug, sitting, collared_shirt, full_body, standing, v-shaped_eyebrows |
|   3 |        18 | ![](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, looking_at_viewer, solo, white_shirt, collared_shirt, closed_mouth, upper_body, short_hair, simple_background, collarbone, white_background, v-shaped_eyebrows, burnt_clothes                                                                                                                           |
|   4 |         6 | ![](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, apple, looking_at_viewer, solo, white_pantyhose, white_shirt, book, high_heels, long_sleeves, stuffed_animal, black_footwear, holding_fruit, sitting, collared_shirt, shoes                                                                                                                             |
|   5 |         5 | ![](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) | blush, heart-shaped_pupils, nipples, solo_focus, 2girls, blonde_hair, collarbone, small_breasts, looking_at_viewer, pussy, blue_hairband, hair_ribbon, loli, navel, nude, open_mouth, short_hair, sweat, thighhighs, vibrator                                                                                  |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_dress   | black_headwear   | solo   | official_alternate_costume   | purple_eyes   | purple_hair   | looking_at_viewer   | black_bow   | closed_mouth   | wrist_cuffs   | butterfly   | white_background   | holding_book   | mini_hat   | simple_background   | long_sleeves   | white_shirt   | stuffed_animal   | holding_stuffed_toy   | blush   | cowboy_shot   | white_pantyhose   | collared_shirt   | heart-shaped_pupils   | upper_body   | v-shaped_eyebrows   | black_footwear   | high_heels   | knife   | skirt   | shoes   | object_hug   | sitting   | full_body   | standing   | short_hair   | collarbone   | burnt_clothes   | apple   | book   | holding_fruit   | nipples   | solo_focus   | 2girls   | blonde_hair   | small_breasts   | pussy   | blue_hairband   | hair_ribbon   | loli   | navel   | nude   | open_mouth   | sweat   | thighhighs   | vibrator   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------|:-----------------|:-------|:-----------------------------|:--------------|:--------------|:--------------------|:------------|:---------------|:--------------|:------------|:-------------------|:---------------|:-----------|:--------------------|:---------------|:--------------|:-----------------|:----------------------|:--------|:--------------|:------------------|:-----------------|:----------------------|:-------------|:--------------------|:-----------------|:-------------|:--------|:--------|:--------|:-------------|:----------|:------------|:-----------|:-------------|:-------------|:----------------|:--------|:-------|:----------------|:----------|:-------------|:---------|:--------------|:----------------|:--------|:----------------|:--------------|:-------|:--------|:-------|:-------------|:--------|:-------------|:-----------|
|   0 |        14 | ![](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 |        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                   |                  |              |         |         |         |              |           |             |            |              |              |                 |         |        |                 |           |              |          |               |                 |         |                 |               |        |         |        |              |         |              |            |
|   2 |        14 | ![](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                   | X                | X            | X       | X       | X       | X            | X         | X           | X          |              |              |                 |         |        |                 |           |              |          |               |                 |         |                 |               |        |         |        |              |         |              |            |
|   3 |        18 | ![](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               |         |        |                 |           |              |          |               |                 |         |                 |               |        |         |        |              |         |              |            |
|   4 |         6 | ![](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               |           |              |          |               |                 |         |                 |               |        |         |        |              |         |              |            |
|   5 |         5 | ![](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            | 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 shamare/シャマレ/巫恋 (Arknights)
======================================


This is the dataset of shamare/シャマレ/巫恋 (Arknights), containing 301 images and their tags.


The core tags of this character are 'animal\_ears, animal\_ear\_fluff, fox\_ears, twintails, pink\_hair, bangs, tail, fox\_girl, fox\_tail, hair\_between\_eyes, hair\_ornament, symbol-shaped\_pupils, pink\_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
passage: 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