
# Dataset of perfumer/パフューマー/调香师 (Arknights)

This is the dataset of perfumer/パフューマー/调香师 (Arknights), containing 211 images and their tags.

The core tags of this character are `animal_ears, brown_hair, fox_ears, ponytail, bow, hair_bow, brown_eyes, long_hair, blue_bow, breasts, 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              |      211 | 312.77 MiB | [Download](https://huggingface.co/datasets/CyberHarem/perfumer_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      211 | 168.67 MiB | [Download](https://huggingface.co/datasets/CyberHarem/perfumer_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      517 | 362.65 MiB | [Download](https://huggingface.co/datasets/CyberHarem/perfumer_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      211 | 270.04 MiB | [Download](https://huggingface.co/datasets/CyberHarem/perfumer_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      517 | 521.25 MiB | [Download](https://huggingface.co/datasets/CyberHarem/perfumer_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/perfumer_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 |        12 | ![](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_jacket, solo, holding_staff, looking_at_viewer, open_jacket, smile, bare_shoulders, collarbone, simple_background, white_dress, white_background, off_shoulder, full_body, flower, high_heels                                                                                                                                                |
|   1 |         9 | ![](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, blue_jacket, open_jacket, smile, solo, upper_body, bare_shoulders, off_shoulder, fur-trimmed_jacket, white_dress, white_flower, collarbone, looking_at_viewer, white_background, holding, long_sleeves, simple_background                                                                                                                         |
|   2 |        12 | ![](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, black_pantyhose, fox_tail, long_sleeves, smile, solo, fox_girl, looking_at_viewer, white_shirt, belt, holding, id_card, official_alternate_costume, black_footwear, vial, black_skirt, full_body, shoes, striped_bow, white_background, blush, flower, jacket, simple_background, collared_shirt, 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, blush, nipples, 1boy, fox_girl, hetero, medium_breasts, open_mouth, penis, solo_focus, collarbone, completely_nude, fox_tail, heart-shaped_pupils, looking_at_viewer, mosaic_censoring, spread_legs, sweat, vaginal, anus, cum_in_pussy, cum_on_breasts, facial, missionary, navel, on_back, on_bed, overflow, sex_from_behind, simple_background |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | blue_jacket   | solo   | holding_staff   | looking_at_viewer   | open_jacket   | smile   | bare_shoulders   | collarbone   | simple_background   | white_dress   | white_background   | off_shoulder   | full_body   | flower   | high_heels   | upper_body   | fur-trimmed_jacket   | white_flower   | holding   | long_sleeves   | black_pantyhose   | fox_tail   | fox_girl   | white_shirt   | belt   | id_card   | official_alternate_costume   | black_footwear   | vial   | black_skirt   | shoes   | striped_bow   | blush   | jacket   | collared_shirt   | standing   | nipples   | 1boy   | hetero   | medium_breasts   | open_mouth   | penis   | solo_focus   | completely_nude   | heart-shaped_pupils   | mosaic_censoring   | spread_legs   | sweat   | vaginal   | anus   | cum_in_pussy   | cum_on_breasts   | facial   | missionary   | navel   | on_back   | on_bed   | overflow   | sex_from_behind   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------|:-------|:----------------|:--------------------|:--------------|:--------|:-----------------|:-------------|:--------------------|:--------------|:-------------------|:---------------|:------------|:---------|:-------------|:-------------|:---------------------|:---------------|:----------|:---------------|:------------------|:-----------|:-----------|:--------------|:-------|:----------|:-----------------------------|:-----------------|:-------|:--------------|:--------|:--------------|:--------|:---------|:-----------------|:-----------|:----------|:-------|:---------|:-----------------|:-------------|:--------|:-------------|:------------------|:----------------------|:-------------------|:--------------|:--------|:----------|:-------|:---------------|:-----------------|:---------|:-------------|:--------|:----------|:---------|:-----------|:------------------|
|   0 |        12 | ![](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 |         9 | ![](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              |                   |            |            |               |        |           |                              |                  |        |               |         |               |         |          |                  |            |           |        |          |                  |              |         |              |                   |                       |                    |               |         |           |        |                |                  |          |              |         |           |          |            |                   |
|   2 |        12 | ![](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          |           |        |          |                  |              |         |              |                   |                       |                    |               |         |           |        |                |                  |          |              |         |           |          |            |                   |
|   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      | 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 perfumer/パフューマー/调香师 (Arknights)
==========================================


This is the dataset of perfumer/パフューマー/调香师 (Arknights), containing 211 images and their tags.


The core tags of this character are 'animal\_ears, brown\_hair, fox\_ears, ponytail, bow, hair\_bow, brown\_eyes, long\_hair, blue\_bow, breasts, 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
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