
# Dataset of nian/ニェン/年 (Arknights)

This is the dataset of nian/ニェン/年 (Arknights), containing 500 images and their tags.

The core tags of this character are `horns, pointy_ears, white_hair, purple_eyes, multicolored_hair, red_hair, streaked_hair, long_hair, bangs, breasts, braid, dragon_horns, tail, colored_skin, red_skin, earrings, ponytail`, 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 | 1.02 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/nian_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 468.00 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nian_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1332 | 1.05 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/nian_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 855.82 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nian_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1332 | 1.65 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/nian_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/nian_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, bandeau, jacket, midriff, navel, open_clothes, open_jacket, open_mouth, simple_background, smile, solo, stomach, strapless, tongue, tube_top, upper_body, white_jacket, :d, coat, crop_top, holding, long_sleeves, looking_at_viewer, white_background, fangs, hand_up, jewelry, tongue_out, wide_sleeves                                                                                                 |
|   1 |         8 | ![](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, bandeau, belt, black_belt, coat, cowboy_shot, looking_at_viewer, midriff, navel, open_clothes, open_coat, short_shorts, shorts, smile, solo, standing, stomach, strapless, white_coat, white_shorts, long_sleeves, tube_top, wide_sleeves, :d, crop_top, holding, open_mouth, hand_on_hip, hand_up, simple_background, thighs, white_background, cleavage, jacket, jewelry, medium_breasts, small_breasts |
|   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, bandeau, coat, full_body, holding, holding_weapon, jacket, jewelry, looking_at_viewer, midriff, navel, open_clothes, shoes, shorts, solo, stomach, strapless, tube_top, weapon, white_footwear, white_shorts, long_sleeves, smile, sword, wide_sleeves, bare_legs, bracelet, holding_sword, open_coat, belt, leg_tattoo, short_shorts, standing, thighs, tongue_out                                       |
|   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, jacket, open_clothes, simple_background, solo, upper_body, white_background, white_jacket, looking_at_viewer, open_jacket, smile, jewelry                                                                                                                                                                                                                                                                 |
|   4 |        19 | ![](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, bare_shoulders, bead_bracelet, beads, china_dress, chinese_clothes, dress, folding_fan, hand_fan, holding, jewelry, looking_at_viewer, official_alternate_costume, sleeveless, sleeveless_dress, solo, white_dress, bracelet, holding_fan, smile, folded_fan, medium_breasts, thighs, dragon_tail, cowboy_shot, :d, open_mouth                                                                            |
|   5 |         5 | ![](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) | 1boy, 1girl, hetero, large_breasts, nipples, penis, solo_focus, tongue, tongue_out, nude, open_mouth, sex, simple_background, vaginal, white_background, censored, completely_nude, dragon_girl, looking_at_viewer, pussy, spread_legs, straddling, arm_tattoo, blush, dragon_tail, leg_tattoo, navel, pov, smile, tattoo, testicles                                                                             |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bandeau   | jacket   | midriff   | navel   | open_clothes   | open_jacket   | open_mouth   | simple_background   | smile   | solo   | stomach   | strapless   | tongue   | tube_top   | upper_body   | white_jacket   | :d   | coat   | crop_top   | holding   | long_sleeves   | looking_at_viewer   | white_background   | fangs   | hand_up   | jewelry   | tongue_out   | wide_sleeves   | belt   | black_belt   | cowboy_shot   | open_coat   | short_shorts   | shorts   | standing   | white_coat   | white_shorts   | hand_on_hip   | thighs   | cleavage   | medium_breasts   | small_breasts   | full_body   | holding_weapon   | shoes   | weapon   | white_footwear   | sword   | bare_legs   | bracelet   | holding_sword   | leg_tattoo   | bare_shoulders   | bead_bracelet   | beads   | china_dress   | chinese_clothes   | dress   | folding_fan   | hand_fan   | official_alternate_costume   | sleeveless   | sleeveless_dress   | white_dress   | holding_fan   | folded_fan   | dragon_tail   | 1boy   | hetero   | large_breasts   | nipples   | penis   | solo_focus   | nude   | sex   | vaginal   | censored   | completely_nude   | dragon_girl   | pussy   | spread_legs   | straddling   | arm_tattoo   | blush   | pov   | tattoo   | testicles   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:----------|:---------|:----------|:--------|:---------------|:--------------|:-------------|:--------------------|:--------|:-------|:----------|:------------|:---------|:-----------|:-------------|:---------------|:-----|:-------|:-----------|:----------|:---------------|:--------------------|:-------------------|:--------|:----------|:----------|:-------------|:---------------|:-------|:-------------|:--------------|:------------|:---------------|:---------|:-----------|:-------------|:---------------|:--------------|:---------|:-----------|:-----------------|:----------------|:------------|:-----------------|:--------|:---------|:-----------------|:--------|:------------|:-----------|:----------------|:-------------|:-----------------|:----------------|:--------|:--------------|:------------------|:--------|:--------------|:-----------|:-----------------------------|:-------------|:-------------------|:--------------|:--------------|:-------------|:--------------|:-------|:---------|:----------------|:----------|:--------|:-------------|:-------|:------|:----------|:-----------|:------------------|:--------------|:--------|:--------------|:-------------|:-------------|:--------|:------|:---------|:------------|
|   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              |        |              |               |             |                |          |            |              |                |               |          |            |                  |                 |             |                  |         |          |                  |         |             |            |                 |              |                  |                 |         |               |                   |         |               |            |                              |              |                    |               |               |              |               |        |          |                 |           |         |              |        |       |           |            |                   |               |         |               |              |              |         |       |          |             |
|   1 |         8 | ![](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              | 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           | 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         |              |                |        |              |               |             |                |          |            |              |                |               |          |            |                  |                 |             |                  |         |          |                  |         |             |            |                 |              |                  |                 |         |               |                   |         |               |            |                              |              |                    |               |               |              |               |        |          |                 |           |         |              |        |       |           |            |                   |               |         |               |              |              |         |       |          |             |
|   4 |        19 | ![](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             |        |          |                 |           |         |              |        |       |           |            |                   |               |         |               |              |              |         |       |          |             |
|   5 |         5 | ![](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           |


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 nian/ニェン/年 (Arknights)
=================================


This is the dataset of nian/ニェン/年 (Arknights), containing 500 images and their tags.


The core tags of this character are 'horns, pointy\_ears, white\_hair, purple\_eyes, multicolored\_hair, red\_hair, streaked\_hair, long\_hair, bangs, breasts, braid, dragon\_horns, tail, colored\_skin, red\_skin, earrings, ponytail', 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