
# Dataset of lin/リン/林 (Arknights)

This is the dataset of lin/リン/林 (Arknights), containing 257 images and their tags.

The core tags of this character are `animal_ears, long_hair, mouse_ears, breasts, bangs, pink_hair, hairband, black_hairband, pink_eyes, purple_eyes, medium_breasts, hair_between_eyes`, 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              |      257 | 497.58 MiB | [Download](https://huggingface.co/datasets/CyberHarem/lin_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      257 | 226.20 MiB | [Download](https://huggingface.co/datasets/CyberHarem/lin_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      651 | 509.14 MiB | [Download](https://huggingface.co/datasets/CyberHarem/lin_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      257 | 407.06 MiB | [Download](https://huggingface.co/datasets/CyberHarem/lin_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      651 | 801.68 MiB | [Download](https://huggingface.co/datasets/CyberHarem/lin_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/lin_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 |        10 | ![](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, black_dress, long_sleeves, looking_at_viewer, solo, white_background, cowboy_shot, simple_background, closed_mouth, wide_sleeves, black_pantyhose, official_alternate_costume                                                                                                                                                                                                                                      |
|   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, black_dress, closed_mouth, cowboy_shot, long_sleeves, ring, solo, belt, looking_at_viewer, official_alternate_costume, hand_up, necklace, wide_sleeves, brown_hair, pantyhose                                                                                                                                                                                                                                      |
|   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, long_sleeves, solo, black_pantyhose, holding_sword, looking_at_viewer, standing, wide_sleeves, black_dress, black_footwear, jewelry, closed_mouth, white_background, high_heels, official_alternate_costume, simple_background, tail, animal_ear_fluff, belt, full_body, thigh_strap                                                                                                                               |
|   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, bare_shoulders, black_bikini, black_choker, black_shorts, cowboy_shot, eyewear_on_head, navel, off_shoulder, official_alternate_costume, solo, sunglasses, looking_at_viewer, stomach, long_sleeves, parted_lips, short_shorts, simple_background, white_background, cleavage, purple_jacket, hairclip, large_breasts, necklace, open_fly, open_jacket, purple_hair, standing, very_long_hair, thigh_strap, thighs |
|   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) | bare_shoulders, black_bikini, black_shorts, blue_sky, cowboy_shot, day, eyewear_on_head, looking_at_viewer, navel, official_alternate_costume, outdoors, stomach, sunglasses, 1girl, black_choker, off_shoulder, open_clothes, standing, open_fly, solo, watermelon, thighs, cloud, long_sleeves, short_shorts, hairclip, thigh_strap, closed_mouth, parted_lips, purple_jacket, purple_hair, wading                      |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_dress   | long_sleeves   | looking_at_viewer   | solo   | white_background   | cowboy_shot   | simple_background   | closed_mouth   | wide_sleeves   | black_pantyhose   | official_alternate_costume   | ring   | belt   | hand_up   | necklace   | brown_hair   | pantyhose   | holding_sword   | standing   | black_footwear   | jewelry   | high_heels   | tail   | animal_ear_fluff   | full_body   | thigh_strap   | bare_shoulders   | black_bikini   | black_choker   | black_shorts   | eyewear_on_head   | navel   | off_shoulder   | sunglasses   | stomach   | parted_lips   | short_shorts   | cleavage   | purple_jacket   | hairclip   | large_breasts   | open_fly   | open_jacket   | purple_hair   | very_long_hair   | thighs   | blue_sky   | day   | outdoors   | open_clothes   | watermelon   | cloud   | wading   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------|:---------------|:--------------------|:-------|:-------------------|:--------------|:--------------------|:---------------|:---------------|:------------------|:-----------------------------|:-------|:-------|:----------|:-----------|:-------------|:------------|:----------------|:-----------|:-----------------|:----------|:-------------|:-------|:-------------------|:------------|:--------------|:-----------------|:---------------|:---------------|:---------------|:------------------|:--------|:---------------|:-------------|:----------|:--------------|:---------------|:-----------|:----------------|:-----------|:----------------|:-----------|:--------------|:--------------|:-----------------|:---------|:-----------|:------|:-----------|:---------------|:-------------|:--------|:---------|
|   0 |        10 | ![](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                            |        |        |           |            |              |             |                 |            |                  |           |              |        |                    |             |               |                  |                |                |                |                   |         |                |              |           |               |                |            |                 |            |                 |            |               |               |                  |          |            |       |            |                |              |         |          |
|   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           |                 |            |                  |           |              |        |                    |             |               |                  |                |                |                |                   |         |                |              |           |               |                |            |                 |            |                 |            |               |               |                  |          |            |       |            |                |              |         |          |
|   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             |                  |                |                |                |                   |         |                |              |           |               |                |            |                 |            |                 |            |               |               |                  |          |            |       |            |                |              |         |          |
|   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              | X              | X              | X                 | X       | X              | 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       | 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 lin/リン/林 (Arknights)
===============================


This is the dataset of lin/リン/林 (Arknights), containing 257 images and their tags.


The core tags of this character are 'animal\_ears, long\_hair, mouse\_ears, breasts, bangs, pink\_hair, hairband, black\_hairband, pink\_eyes, purple\_eyes, medium\_breasts, hair\_between\_eyes', 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