
# Dataset of suzuran/スズラン/铃兰 (Arknights)

This is the dataset of suzuran/スズラン/铃兰 (Arknights), containing 500 images and their tags.

The core tags of this character are `animal_ears, fox_ears, blonde_hair, fox_girl, hairband, fox_tail, tail, bangs, green_eyes, animal_ear_fluff, blue_hairband, multiple_tails, braid, multicolored_hair, white_hair, hair_rings`, 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              |      500 | 988.72 MiB | [Download](https://huggingface.co/datasets/CyberHarem/suzuran_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 439.71 MiB | [Download](https://huggingface.co/datasets/CyberHarem/suzuran_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1327 | 1.01 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/suzuran_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 810.89 MiB | [Download](https://huggingface.co/datasets/CyberHarem/suzuran_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1327 | 1.60 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/suzuran_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/suzuran_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 |        42 | ![](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) | japanese_clothes, kimono, long_sleeves, 1girl, solo, long_hair, wide_sleeves, red_hairband, kitsune, looking_at_viewer, hair_ornament, holding, umbrella, sash, obi, oil-paper_umbrella, holding_umbrella, blush, apron, frills, white_apron, pink_kimono, smile, closed_mouth, flower, parted_lips, skirt, alternate_costume                                                                                                                                       |
|   1 |        26 | ![](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, bare_shoulders, infection_monitor_(arknights), solo, white_shirt, black_gloves, gloves, shirt, smile, two-tone_hair, looking_at_viewer, holding, simple_background, single_glove, white_background, hair_between_eyes, oripathy_lesion_(arknights), blush, twin_braids, closed_mouth, kitsune, skirt, staff, purple_skirt, holding_staff, frills, upper_body                                                                                                 |
|   2 |        15 | ![](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, bare_shoulders, black_footwear, frills, gloves, holding, infection_monitor_(arknights), pantyhose, solo, staff, white_pantyhose, black_gloves, full_body, holding_staff, looking_at_viewer, shoes, single_glove, skirt, frilled_skirt, closed_mouth, oripathy_lesion_(arknights), simple_background, smile, white_background, white_shirt, kitsune, kyuubi, torn_clothes, dress, torn_pantyhose, standing                                                    |
|   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, goggles, goggles_on_head, long_hair, looking_at_viewer, official_alternate_costume, scarf, solo, black_scarf, blue_sky, day, outdoors, parted_lips, upper_body, cowboy_shot, dirty, dirty_face, id_card, portrait, sidelocks, sky                                                                                                                                                                                                                            |
|   4 |         9 | ![](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_scarf, fingerless_gloves, gloves, goggles, goggles_on_head, official_alternate_costume, pants, solo, long_hair, outdoors, scarf, boots, eyewear_on_head, holding, looking_at_viewer, staff, torn_pants, black_pants, day, dirty, dirty_face, holding_staff, torn_clothes, black_gloves, brown_footwear, kyuubi, parted_lips, single_pantsleg, sitting                                                                                                  |
|   5 |        38 | ![](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, frilled_hairband, frills, long_hair, long_sleeves, solo, red_ribbon, ribbon, blue_skirt, neck_ribbon, shirt, white_shirt, kitsune, skirt, open_clothes, official_alternate_costume, looking_at_viewer, jacket, high-waist_skirt, smile, bag, open_jacket, shoulder_bag, very_long_hair, holding, blush, closed_mouth, flower, puffy_sleeves, white_jacket, shoes, simple_background, white_background, cat, on_head, puffy_long_sleeves, black_cat, outdoors |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | japanese_clothes   | kimono   | long_sleeves   | 1girl   | solo   | long_hair   | wide_sleeves   | red_hairband   | kitsune   | looking_at_viewer   | hair_ornament   | holding   | umbrella   | sash   | obi   | oil-paper_umbrella   | holding_umbrella   | blush   | apron   | frills   | white_apron   | pink_kimono   | smile   | closed_mouth   | flower   | parted_lips   | skirt   | alternate_costume   | bare_shoulders   | infection_monitor_(arknights)   | white_shirt   | black_gloves   | gloves   | shirt   | two-tone_hair   | simple_background   | single_glove   | white_background   | hair_between_eyes   | oripathy_lesion_(arknights)   | twin_braids   | staff   | purple_skirt   | holding_staff   | upper_body   | black_footwear   | pantyhose   | white_pantyhose   | full_body   | shoes   | frilled_skirt   | kyuubi   | torn_clothes   | dress   | torn_pantyhose   | standing   | goggles   | goggles_on_head   | official_alternate_costume   | scarf   | black_scarf   | blue_sky   | day   | outdoors   | cowboy_shot   | dirty   | dirty_face   | id_card   | portrait   | sidelocks   | sky   | fingerless_gloves   | pants   | boots   | eyewear_on_head   | torn_pants   | black_pants   | brown_footwear   | single_pantsleg   | sitting   | frilled_hairband   | red_ribbon   | ribbon   | blue_skirt   | neck_ribbon   | open_clothes   | jacket   | high-waist_skirt   | bag   | open_jacket   | shoulder_bag   | very_long_hair   | puffy_sleeves   | white_jacket   | cat   | on_head   | puffy_long_sleeves   | black_cat   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:-------------------|:---------|:---------------|:--------|:-------|:------------|:---------------|:---------------|:----------|:--------------------|:----------------|:----------|:-----------|:-------|:------|:---------------------|:-------------------|:--------|:--------|:---------|:--------------|:--------------|:--------|:---------------|:---------|:--------------|:--------|:--------------------|:-----------------|:--------------------------------|:--------------|:---------------|:---------|:--------|:----------------|:--------------------|:---------------|:-------------------|:--------------------|:------------------------------|:--------------|:--------|:---------------|:----------------|:-------------|:-----------------|:------------|:------------------|:------------|:--------|:----------------|:---------|:---------------|:--------|:-----------------|:-----------|:----------|:------------------|:-----------------------------|:--------|:--------------|:-----------|:------|:-----------|:--------------|:--------|:-------------|:----------|:-----------|:------------|:------|:--------------------|:--------|:--------|:------------------|:-------------|:--------------|:-----------------|:------------------|:----------|:-------------------|:-------------|:---------|:-------------|:--------------|:---------------|:---------|:-------------------|:------|:--------------|:---------------|:-----------------|:----------------|:---------------|:------|:----------|:---------------------|:------------|
|   0 |        42 | ![](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                   |                  |                                 |               |                |          |         |                 |                     |                |                    |                     |                               |               |         |                |                 |              |                  |             |                   |             |         |                 |          |                |         |                  |            |           |                   |                              |         |               |            |       |            |               |         |              |           |            |             |       |                     |         |         |                   |              |               |                  |                   |           |                    |              |          |              |               |                |          |                    |       |               |                |                  |                 |                |       |           |                      |             |
|   1 |        26 | ![](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              | X               | X            |                  |             |                   |             |         |                 |          |                |         |                  |            |           |                   |                              |         |               |            |       |            |               |         |              |           |            |             |       |                     |         |         |                   |              |               |                  |                   |           |                    |              |          |              |               |                |          |                    |       |               |                |                  |                 |                |       |           |                      |             |
|   2 |        15 | ![](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                 | 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       | X            | X         | X          | X           | X     |                     |         |         |                   |              |               |                  |                   |           |                    |              |          |              |               |                |          |                    |       |               |                |                  |                 |                |       |           |                      |             |
|   4 |         9 | ![](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       | X            |           |            |             |       | X                   | X       | X       | X                 | X            | X             | X                | X                 | X         |                    |              |          |              |               |                |          |                    |       |               |                |                  |                 |                |       |           |                      |             |
|   5 |        38 | ![](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          |               |         |              |           |            |             |       |                     |         |         |                   |              |               |                  |                   |           | 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 suzuran/スズラン/铃兰 (Arknights)
======================================


This is the dataset of suzuran/スズラン/铃兰 (Arknights), containing 500 images and their tags.


The core tags of this character are 'animal\_ears, fox\_ears, blonde\_hair, fox\_girl, hairband, fox\_tail, tail, bangs, green\_eyes, animal\_ear\_fluff, blue\_hairband, multiple\_tails, braid, multicolored\_hair, white\_hair, hair\_rings', 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