
# Dataset of amiya/アーミヤ/阿米娅 (Arknights)

This is the dataset of amiya/アーミヤ/阿米娅 (Arknights), containing 500 images and their tags.

The core tags of this character are `animal_ears, rabbit_ears, brown_hair, long_hair, blue_eyes, bangs, hair_between_eyes, sidelocks, ponytail, very_long_hair`, 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 | 1.04 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/amiya_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 493.06 MiB | [Download](https://huggingface.co/datasets/CyberHarem/amiya_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1297 | 1.07 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/amiya_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 883.29 MiB | [Download](https://huggingface.co/datasets/CyberHarem/amiya_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1297 | 1.69 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/amiya_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/amiya_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 |         5 | ![](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, ascot, black_jacket, black_pantyhose, blue_skirt, bow_(music), holding, holding_instrument, instrument, jacket, jewelry, long_sleeves, miniskirt, music, open_clothes, open_jacket, pantyhose, plaid, playing_instrument, pleated_skirt, ring, shirt, skirt, solo, violin, white_shirt, closed_mouth, cowboy_shot, multiple_rings, plaid_skirt, standing, closed_eyes, brown_pantyhose, center_frills, frills, looking_at_viewer, outdoors, signature, simple_background                               |
|   1 |        32 | ![](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_jacket, blue_skirt, jacket, jewelry, long_sleeves, open_clothes, open_jacket, pantyhose, shirt, skirt, solo, looking_at_viewer, ring, ascot, pleated_skirt, white_shirt, black_pantyhose, multiple_rings, cowboy_shot, miniskirt, closed_mouth, hood, hooded_jacket, thumb_ring, plaid, plaid_skirt, brown_pantyhose                                                                                                                                                                             |
|   2 |        35 | ![](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, ascot, black_jacket, jacket, open_clothes, open_jacket, solo, long_sleeves, upper_body, looking_at_viewer, shirt, jewelry, ring, white_shirt, hood, multiple_rings, closed_mouth, simple_background, hood_down, white_background, hooded_jacket, thumb_ring                                                                                                                                                                                                                                            |
|   3 |         6 | ![](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, black_leotard, breasts, jewelry, leotard, long_sleeves, looking_at_viewer, medium_breasts, open_clothes, open_jacket, playboy_bunny, solo, strapless, strapless_leotard, bare_shoulders, blush, brown_pantyhose, cleavage, covered_navel, highleg, highleg_leotard, jacket, off_shoulder, pantyhose, parted_lips, ring, black_jacket, cowboy_shot, detached_collar, open_coat, shadow, simple_background, thighs, white_background                                                                     |
|   4 |         7 | ![](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, jacket, long_sleeves, red_scarf, scarf, solo, thighhighs, white_thighhighs, blue_skirt, looking_at_viewer, pleated_skirt, shirt, skirt, white_shirt, animal_ear_legwear, official_alternate_costume, open_clothes, blush, holding, outdoors, short_hair, standing, blue_jacket, brown_footwear, feet_out_of_frame, full_body, ground_vehicle, motor_vehicle, off_shoulder, open_jacket, parted_lips, puffy_sleeves, shoes, sleeves_past_wrists, white_background                                       |
|   5 |         9 | ![](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, official_alternate_costume, solo, ears_through_headwear, hat, jacket, long_sleeves, white_headwear, backpack, bag, baseball_cap, closed_mouth, holding, looking_at_viewer, open_clothes, white_jacket, outdoors, plant, smile, upper_body, white_background, white_coat                                                                                                                                                                                                                                |
|   6 |        17 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-sample4.png) | 1girl, bare_shoulders, solo, hat, looking_at_viewer, ears_through_headwear, flower, short_sleeves, collarbone, shirt, straw_hat, day, hat_flower, outdoors, puffy_short_sleeves, puffy_sleeves, blue_sky, blush, breasts, jewelry, short_shorts, shorts, smile, cloud, navel, pink_shirt, red_flower, sky, thighs, blue_shorts, off-shoulder_shirt, off_shoulder, ribbon, ring, thighlet, brown_headwear, choker, cowboy_shot, ocean, plaid, stomach, closed_mouth, holding, midriff, multiple_rings, sun_hat |
|   7 |         6 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-sample4.png) | 1girl, alternate_costume, dress, jewelry, multiple_rings, ring, solo, black_dress, breasts, looking_at_viewer, apron, black_pantyhose, blush, choker, cleavage, closed_mouth, enmaided, frills, long_sleeves, maid, maid_headdress, pantyhose, simple_background, sitting, white_background, collarbone, full_body, holding, maid_apron, smile, thumb_ring                                                                                                                                                    |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | ascot   | black_jacket   | black_pantyhose   | blue_skirt   | bow_(music)   | holding   | holding_instrument   | instrument   | jacket   | jewelry   | long_sleeves   | miniskirt   | music   | open_clothes   | open_jacket   | pantyhose   | plaid   | playing_instrument   | pleated_skirt   | ring   | shirt   | skirt   | solo   | violin   | white_shirt   | closed_mouth   | cowboy_shot   | multiple_rings   | plaid_skirt   | standing   | closed_eyes   | brown_pantyhose   | center_frills   | frills   | looking_at_viewer   | outdoors   | signature   | simple_background   | hood   | hooded_jacket   | thumb_ring   | upper_body   | hood_down   | white_background   | black_leotard   | breasts   | leotard   | medium_breasts   | playboy_bunny   | strapless   | strapless_leotard   | bare_shoulders   | blush   | cleavage   | covered_navel   | highleg   | highleg_leotard   | off_shoulder   | parted_lips   | detached_collar   | open_coat   | shadow   | thighs   | red_scarf   | scarf   | thighhighs   | white_thighhighs   | animal_ear_legwear   | official_alternate_costume   | short_hair   | blue_jacket   | brown_footwear   | feet_out_of_frame   | full_body   | ground_vehicle   | motor_vehicle   | puffy_sleeves   | shoes   | sleeves_past_wrists   | ears_through_headwear   | hat   | white_headwear   | backpack   | bag   | baseball_cap   | white_jacket   | plant   | smile   | white_coat   | flower   | short_sleeves   | collarbone   | straw_hat   | day   | hat_flower   | puffy_short_sleeves   | blue_sky   | short_shorts   | shorts   | cloud   | navel   | pink_shirt   | red_flower   | sky   | blue_shorts   | off-shoulder_shirt   | ribbon   | thighlet   | brown_headwear   | choker   | ocean   | stomach   | midriff   | sun_hat   | alternate_costume   | dress   | black_dress   | apron   | enmaided   | maid   | maid_headdress   | sitting   | maid_apron   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:---------------|:------------------|:-------------|:--------------|:----------|:---------------------|:-------------|:---------|:----------|:---------------|:------------|:--------|:---------------|:--------------|:------------|:--------|:---------------------|:----------------|:-------|:--------|:--------|:-------|:---------|:--------------|:---------------|:--------------|:-----------------|:--------------|:-----------|:--------------|:------------------|:----------------|:---------|:--------------------|:-----------|:------------|:--------------------|:-------|:----------------|:-------------|:-------------|:------------|:-------------------|:----------------|:----------|:----------|:-----------------|:----------------|:------------|:--------------------|:-----------------|:--------|:-----------|:----------------|:----------|:------------------|:---------------|:--------------|:------------------|:------------|:---------|:---------|:------------|:--------|:-------------|:-------------------|:---------------------|:-----------------------------|:-------------|:--------------|:-----------------|:--------------------|:------------|:-----------------|:----------------|:----------------|:--------|:----------------------|:------------------------|:------|:-----------------|:-----------|:------|:---------------|:---------------|:--------|:--------|:-------------|:---------|:----------------|:-------------|:------------|:------|:-------------|:----------------------|:-----------|:---------------|:---------|:--------|:--------|:-------------|:-------------|:------|:--------------|:---------------------|:---------|:-----------|:-----------------|:---------|:--------|:----------|:----------|:----------|:--------------------|:--------|:--------------|:--------|:-----------|:-------|:-----------------|:----------|:-------------|
|   0 |         5 | ![](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             | X                | X             | X          | X             | X                 | X               | X        | X                   | X          | X           | X                   |        |                 |              |              |             |                    |                 |           |           |                  |                 |             |                     |                  |         |            |                 |           |                   |                |               |                   |             |          |          |             |         |              |                    |                      |                              |              |               |                  |                     |             |                  |                 |                 |         |                       |                         |       |                  |            |       |                |                |         |         |              |          |                 |              |             |       |              |                       |            |                |          |         |         |              |              |       |               |                      |          |            |                  |          |         |           |           |           |                     |         |               |         |            |        |                  |           |              |
|   1 |        32 | ![](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               | X            |              |             |                    |                 |           |           |                  |                 |             |                     |                  |         |            |                 |           |                   |                |               |                   |             |          |          |             |         |              |                    |                      |                              |              |               |                  |                     |             |                  |                 |                 |         |                       |                         |       |                  |            |       |                |                |         |         |              |          |                 |              |             |       |              |                       |            |                |          |         |         |              |              |       |               |                      |          |            |                  |          |         |           |           |           |                     |         |               |         |            |        |                  |           |              |
|   2 |        35 | ![](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                  |                 |           |           |                  |                 |             |                     |                  |         |            |                 |           |                   |                |               |                   |             |          |          |             |         |              |                    |                      |                              |              |               |                  |                     |             |                  |                 |                 |         |                       |                         |       |                  |            |       |                |                |         |         |              |          |                 |              |             |       |              |                       |            |                |          |         |         |              |              |       |               |                      |          |            |                  |          |         |           |           |           |                     |         |               |         |            |        |                  |           |              |
|   3 |         6 | ![](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             | X                 | X           | X        | X        |             |         |              |                    |                      |                              |              |               |                  |                     |             |                  |                 |                 |         |                       |                         |       |                  |            |       |                |                |         |         |              |          |                 |              |             |       |              |                       |            |                |          |         |         |              |              |       |               |                      |          |            |                  |          |         |           |           |           |                     |         |               |         |            |        |                  |           |              |
|   4 |         7 | ![](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           | X                | X               | X               | X       | X                     |                         |       |                  |            |       |                |                |         |         |              |          |                 |              |             |       |              |                       |            |                |          |         |         |              |              |       |               |                      |          |            |                  |          |         |           |           |           |                     |         |               |         |            |        |                  |           |              |
|   5 |         9 | ![](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            |          |                 |              |             |       |              |                       |            |                |          |         |         |              |              |       |               |                      |          |            |                  |          |         |           |           |           |                     |         |               |         |            |        |                  |           |              |
|   6 |        17 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-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                    | X        | X          | X                | X        | X       | X         | X         | X         |                     |         |               |         |            |        |                  |           |              |
|   7 |         6 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-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            |


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 amiya/アーミヤ/阿米娅 (Arknights)
=====================================


This is the dataset of amiya/アーミヤ/阿米娅 (Arknights), containing 500 images and their tags.


The core tags of this character are 'animal\_ears, rabbit\_ears, brown\_hair, long\_hair, blue\_eyes, bangs, hair\_between\_eyes, sidelocks, ponytail, very\_long\_hair', 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