
# Dataset of reed/リード/苇草 (Arknights)

This is the dataset of reed/リード/苇草 (Arknights), containing 377 images and their tags.

The core tags of this character are `horns, long_hair, dragon_horns, blonde_hair, ahoge, bangs, tail, dragon_tail, breasts, blue_eyes, dragon_girl, green_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              |      377 | 720.22 MiB | [Download](https://huggingface.co/datasets/CyberHarem/reed_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      377 | 338.71 MiB | [Download](https://huggingface.co/datasets/CyberHarem/reed_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      926 | 718.27 MiB | [Download](https://huggingface.co/datasets/CyberHarem/reed_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      377 | 597.10 MiB | [Download](https://huggingface.co/datasets/CyberHarem/reed_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      926 | 1.11 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/reed_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/reed_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_gloves, simple_background, solo, white_jacket, looking_at_viewer, white_background, black_sweater, dress, black_thighhighs, long_sleeves, open_jacket, cowboy_shot, flame-tipped_tail, ribbed_sweater, fire, holding, jewelry, turtleneck_sweater, weapon |
|   1 |        11 | ![](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, black_sweater, ribbed_sweater, solo, white_jacket, looking_at_viewer, open_jacket, simple_background, upper_body, white_background, turtleneck_sweater, white_hair, closed_mouth, earrings, fire                                                                |
|   2 |        23 | ![](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, black_gloves, black_sweater, white_jacket, black_footwear, holding_polearm, spear, thigh_boots, black_thighhighs, ribbed_sweater, open_jacket, looking_at_viewer, full_body, long_sleeves, fire, jewelry, dress, simple_background                        |
|   3 |        12 | ![](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, solo, upper_body, white_flower, simple_background, looking_at_viewer, white_background, hair_flower, jacket, smile, closed_mouth                                                                                                                                |
|   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, black_gloves, solo, white_dress, white_flower, hair_flower, jacket, looking_at_viewer, simple_background, cowboy_shot, white_background, holding, pantyhose                                                                                                     |
|   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, blush, 1boy, hetero, mosaic_censoring, nipples, penis, solo_focus, bed_sheet, large_breasts, navel, on_back, pussy, spread_legs, completely_nude, ejaculation, medium_breasts, on_bed                                                                           |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_gloves   | simple_background   | solo   | white_jacket   | looking_at_viewer   | white_background   | black_sweater   | dress   | black_thighhighs   | long_sleeves   | open_jacket   | cowboy_shot   | flame-tipped_tail   | ribbed_sweater   | fire   | holding   | jewelry   | turtleneck_sweater   | weapon   | upper_body   | white_hair   | closed_mouth   | earrings   | black_footwear   | holding_polearm   | spear   | thigh_boots   | full_body   | white_flower   | hair_flower   | jacket   | smile   | white_dress   | pantyhose   | blush   | 1boy   | hetero   | mosaic_censoring   | nipples   | penis   | solo_focus   | bed_sheet   | large_breasts   | navel   | on_back   | pussy   | spread_legs   | completely_nude   | ejaculation   | medium_breasts   | on_bed   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:--------------------|:-------|:---------------|:--------------------|:-------------------|:----------------|:--------|:-------------------|:---------------|:--------------|:--------------|:--------------------|:-----------------|:-------|:----------|:----------|:---------------------|:---------|:-------------|:-------------|:---------------|:-----------|:-----------------|:------------------|:--------|:--------------|:------------|:---------------|:--------------|:---------|:--------|:--------------|:------------|:--------|:-------|:---------|:-------------------|:----------|:--------|:-------------|:------------|:----------------|:--------|:----------|:--------|:--------------|:------------------|:--------------|:-----------------|:---------|
|   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      | X         | X         | X                    | X        |              |              |                |            |                  |                   |         |               |             |                |               |          |         |               |             |         |        |          |                    |           |         |              |             |                 |         |           |         |               |                   |               |                  |          |
|   1 |        11 | ![](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          |                  |                   |         |               |             |                |               |          |         |               |             |         |        |          |                    |           |         |              |             |                 |         |           |         |               |                   |               |                  |          |
|   2 |        23 | ![](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           |                |               |          |         |               |             |         |        |          |                    |           |         |              |             |                 |         |           |         |               |                   |               |                  |          |
|   3 |        12 | ![](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 |         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           |         |        |          |                    |           |         |              |             |                 |         |           |         |               |                   |               |                  |          |
|   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             | 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 reed/リード/苇草 (Arknights)
==================================


This is the dataset of reed/リード/苇草 (Arknights), containing 377 images and their tags.


The core tags of this character are 'horns, long\_hair, dragon\_horns, blonde\_hair, ahoge, bangs, tail, dragon\_tail, breasts, blue\_eyes, dragon\_girl, green\_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