
# Dataset of silence/サイレンス/赫默 (Arknights)

This is the dataset of silence/サイレンス/赫默 (Arknights), containing 482 images and their tags.

The core tags of this character are `brown_hair, short_hair, glasses, feather_hair, bangs, hair_between_eyes, owl_ears, brown_eyes, semi-rimless_eyewear`, 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              |      482 | 716.81 MiB | [Download](https://huggingface.co/datasets/CyberHarem/silence_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      482 | 376.39 MiB | [Download](https://huggingface.co/datasets/CyberHarem/silence_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1096 | 789.87 MiB | [Download](https://huggingface.co/datasets/CyberHarem/silence_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      482 | 618.51 MiB | [Download](https://huggingface.co/datasets/CyberHarem/silence_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1096 | 1.15 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/silence_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/silence_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 |        21 | ![](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, single_thighhigh, solo, thigh_strap, long_sleeves, looking_at_viewer, black_thighhighs, armband, simple_background, white_background, buttons, cowboy_shot, vial, test_tube, id_card, under-rim_eyewear, orange_eyes |
|   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, long_sleeves, simple_background, solo, under-rim_eyewear, upper_body, white_background, armband, hand_up, looking_at_viewer, ahoge, buttons, drone                                                                   |
|   2 |        10 | ![](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, looking_at_viewer, simple_background, solo, jacket, upper_body, white_background, closed_mouth, yellow_eyes, portrait                                                                                                |
|   3 |        16 | ![](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, id_card, solo, official_alternate_costume, looking_at_viewer, black_shorts, green_gloves, long_sleeves, open_clothes, holding, yellow_eyes, mask_around_neck, yellow_coat, yellow_jacket, white_shirt                |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | single_thighhigh   | solo   | thigh_strap   | long_sleeves   | looking_at_viewer   | black_thighhighs   | armband   | simple_background   | white_background   | buttons   | cowboy_shot   | vial   | test_tube   | id_card   | under-rim_eyewear   | orange_eyes   | upper_body   | hand_up   | ahoge   | drone   | jacket   | closed_mouth   | yellow_eyes   | portrait   | official_alternate_costume   | black_shorts   | green_gloves   | open_clothes   | holding   | mask_around_neck   | yellow_coat   | yellow_jacket   | white_shirt   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------------------|:-------|:--------------|:---------------|:--------------------|:-------------------|:----------|:--------------------|:-------------------|:----------|:--------------|:-------|:------------|:----------|:--------------------|:--------------|:-------------|:----------|:--------|:--------|:---------|:---------------|:--------------|:-----------|:-----------------------------|:---------------|:---------------|:---------------|:----------|:-------------------|:--------------|:----------------|:--------------|
|   0 |        21 | ![](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             |              |           |         |         |          |                |               |            |                              |                |                |                |           |                    |               |                 |               |
|   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       |          |                |               |            |                              |                |                |                |           |                    |               |                 |               |
|   2 |        10 | ![](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          |                              |                |                |                |           |                    |               |                 |               |
|   3 |        16 | ![](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             |


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 silence/サイレンス/赫默 (Arknights)
=======================================


This is the dataset of silence/サイレンス/赫默 (Arknights), containing 482 images and their tags.


The core tags of this character are 'brown\_hair, short\_hair, glasses, feather\_hair, bangs, hair\_between\_eyes, owl\_ears, brown\_eyes, semi-rimless\_eyewear', 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