
# Dataset of nearl/ニアール/临光 (Arknights)

This is the dataset of nearl/ニアール/临光 (Arknights), containing 350 images and their tags.

The core tags of this character are `animal_ears, long_hair, blonde_hair, horse_ears, animal_ear_fluff, bangs, horse_girl, yellow_eyes, tail, ponytail, hair_between_eyes, horse_tail, breasts`, 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              |      350 | 644.27 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nearl_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      350 | 300.61 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nearl_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      903 | 673.31 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nearl_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      350 | 535.35 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nearl_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      903 | 1.02 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/nearl_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/nearl_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 |         6 | ![](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, looking_at_viewer, official_alternate_costume, outdoors, solo, thighs, white_one-piece_swimsuit, bare_shoulders, cowboy_shot, large_breasts, parted_lips, swimsuit_cover-up, blue_sky, covered_navel, day, off_shoulder, open_jacket, smile, cloud, eyewear_on_head, long_sleeves, medium_breasts, standing, sunglasses |
|   1 |         7 | ![](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, alternate_costume, bare_shoulders, solo, sports_bra, bare_arms, black_shorts, looking_at_viewer, midriff, navel, simple_background, stomach, cleavage, standing, thighs, cowboy_shot, crop_top, large_breasts, medium_breasts, short_shorts, sidelocks, smile, abs, large_tail, white_background                        |
|   2 |         5 | ![](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_sports_bra, looking_at_viewer, solo, upper_body, collarbone, large_breasts, navel, simple_background, stomach, sweat, white_background, alternate_costume, closed_mouth, crop_top, midriff, blush, brown_eyes, sidelocks                                                                          |
|   3 |         8 | ![](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, breastplate, headset, pauldrons, solo, upper_body, sidelocks, headphones, scarf, simple_background, white_background, looking_at_viewer, parted_lips                                                                                                                                                                    |
|   4 |        11 | ![](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, breastplate, headset, solo, looking_at_viewer, holding_weapon, pauldrons, holding_shield, sidelocks, upper_body, black_gloves, closed_mouth, headphones, scarf, orange_eyes                                                                                                                                             |
|   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, black_dress, breastplate, headset, holding_weapon, looking_at_viewer, pauldrons, solo, armored_dress, sidelocks, black_gloves, holding_shield, v-shaped_eyebrows, open_mouth                                                                                                                                            |
|   6 |        13 | ![](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, breastplate, full_body, pauldrons, solo, standing, black_footwear, holding_weapon, looking_at_viewer, sidelocks, black_skirt, headset, black_gloves, high_heel_boots, holding_shield, axe, black_dress, black_scarf, knee_pads, simple_background, long_sleeves, white_background                                       |
|   7 |         5 | ![](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, headset, holding_weapon, looking_at_viewer, solo, upper_body, black_gloves, pauldrons, official_alternate_costume, closed_mouth, simple_background, v-shaped_eyebrows                                                                                                                                                   |
|   8 |         6 | ![](samples/8/clu8-sample0.png) | ![](samples/8/clu8-sample1.png) | ![](samples/8/clu8-sample2.png) | ![](samples/8/clu8-sample3.png) | ![](samples/8/clu8-sample4.png) | 1girl, black_gloves, looking_at_viewer, official_alternate_costume, solo, standing, white_dress, headset, holding_weapon, hand_up, shoulder_armor, smile, white_cape, black_background, cowboy_shot                                                                                                                            |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | looking_at_viewer   | official_alternate_costume   | outdoors   | solo   | thighs   | white_one-piece_swimsuit   | bare_shoulders   | cowboy_shot   | large_breasts   | parted_lips   | swimsuit_cover-up   | blue_sky   | covered_navel   | day   | off_shoulder   | open_jacket   | smile   | cloud   | eyewear_on_head   | long_sleeves   | medium_breasts   | standing   | sunglasses   | alternate_costume   | sports_bra   | bare_arms   | black_shorts   | midriff   | navel   | simple_background   | stomach   | cleavage   | crop_top   | short_shorts   | sidelocks   | abs   | large_tail   | white_background   | black_sports_bra   | upper_body   | collarbone   | sweat   | closed_mouth   | blush   | brown_eyes   | breastplate   | headset   | pauldrons   | headphones   | scarf   | holding_weapon   | holding_shield   | black_gloves   | orange_eyes   | black_dress   | armored_dress   | v-shaped_eyebrows   | open_mouth   | full_body   | black_footwear   | black_skirt   | high_heel_boots   | axe   | black_scarf   | knee_pads   | white_dress   | hand_up   | shoulder_armor   | white_cape   | black_background   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-----------------------------|:-----------|:-------|:---------|:---------------------------|:-----------------|:--------------|:----------------|:--------------|:--------------------|:-----------|:----------------|:------|:---------------|:--------------|:--------|:--------|:------------------|:---------------|:-----------------|:-----------|:-------------|:--------------------|:-------------|:------------|:---------------|:----------|:--------|:--------------------|:----------|:-----------|:-----------|:---------------|:------------|:------|:-------------|:-------------------|:-------------------|:-------------|:-------------|:--------|:---------------|:--------|:-------------|:--------------|:----------|:------------|:-------------|:--------|:-----------------|:-----------------|:---------------|:--------------|:--------------|:----------------|:--------------------|:-------------|:------------|:-----------------|:--------------|:------------------|:------|:--------------|:------------|:--------------|:----------|:-----------------|:-------------|:-------------------|
|   0 |         6 | ![](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            |                     |              |             |                |           |         |                     |           |            |            |                |             |       |              |                    |                    |              |              |         |                |         |              |               |           |             |              |         |                  |                  |                |               |               |                 |                     |              |             |                  |               |                   |       |               |             |               |           |                  |              |                    |
|   1 |         7 | ![](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                  |                    |              |              |         |                |         |              |               |           |             |              |         |                  |                  |                |               |               |                 |                     |              |             |                  |               |                   |       |               |             |               |           |                  |              |                    |
|   2 |         5 | ![](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            |               |           |             |              |         |                  |                  |                |               |               |                 |                     |              |             |                  |               |                   |       |               |             |               |           |                  |              |                    |
|   3 |         8 | ![](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       |                  |                  |                |               |               |                 |                     |              |             |                  |               |                   |       |               |             |               |           |                  |              |                    |
|   4 |        11 | ![](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             |               |                 |                     |              |             |                  |               |                   |       |               |             |               |           |                  |              |                    |
|   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            |             |                  |               |                   |       |               |             |               |           |                  |              |                    |
|   6 |        13 | ![](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           |               |           |                  |              |                    |
|   7 |         5 | ![](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                   |              |             |                  |               |                   |       |               |             |               |           |                  |              |                    |
|   8 |         6 | ![](samples/8/clu8-sample0.png) | ![](samples/8/clu8-sample1.png) | ![](samples/8/clu8-sample2.png) | ![](samples/8/clu8-sample3.png) | ![](samples/8/clu8-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 nearl/ニアール/临光 (Arknights)
====================================


This is the dataset of nearl/ニアール/临光 (Arknights), containing 350 images and their tags.


The core tags of this character are 'animal\_ears, long\_hair, blonde\_hair, horse\_ears, animal\_ear\_fluff, bangs, horse\_girl, yellow\_eyes, tail, ponytail, hair\_between\_eyes, horse\_tail, breasts', 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