
# Dataset of rockrock/ロックロック/洛洛 (Arknights)

This is the dataset of rockrock/ロックロック/洛洛 (Arknights), containing 50 images and their tags.

The core tags of this character are `animal_ears, cat_ears, short_hair, breasts, cat_girl, cat_tail, tail, black_hair, bangs, hat, black_headwear, hair_between_eyes, goggles_on_head, large_breasts, medium_breasts, yellow_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              |       50 | 82.83 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/rockrock_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       50 | 39.77 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/rockrock_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      138 | 96.87 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/rockrock_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       50 | 71.28 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/rockrock_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      138 | 147.92 MiB | [Download](https://huggingface.co/datasets/CyberHarem/rockrock_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/rockrock_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, bare_shoulders, black_skirt, black_thighhighs, cleavage, cutout_above_navel, goggles, solo, looking_at_viewer, necklace, red_gloves, simple_background, white_background, black_leotard, brown_eyes, detached_sleeves, strapless, white_gloves, asymmetrical_gloves, belt, blush, closed_mouth, collarbone, cowboy_shot |
|   1 |        16 | ![](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, solo, bare_shoulders, ears_through_headwear, looking_at_viewer, white_skirt, long_sleeves, off_shoulder, official_alternate_costume, pink_shirt, blush, simple_background, sleeveless_shirt, thighs, white_background, open_jacket, sitting, closed_mouth, tail_ribbon, thigh_strap                                     |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bare_shoulders   | black_skirt   | black_thighhighs   | cleavage   | cutout_above_navel   | goggles   | solo   | looking_at_viewer   | necklace   | red_gloves   | simple_background   | white_background   | black_leotard   | brown_eyes   | detached_sleeves   | strapless   | white_gloves   | asymmetrical_gloves   | belt   | blush   | closed_mouth   | collarbone   | cowboy_shot   | ears_through_headwear   | white_skirt   | long_sleeves   | off_shoulder   | official_alternate_costume   | pink_shirt   | sleeveless_shirt   | thighs   | open_jacket   | sitting   | tail_ribbon   | thigh_strap   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:--------------|:-------------------|:-----------|:---------------------|:----------|:-------|:--------------------|:-----------|:-------------|:--------------------|:-------------------|:----------------|:-------------|:-------------------|:------------|:---------------|:----------------------|:-------|:--------|:---------------|:-------------|:--------------|:------------------------|:--------------|:---------------|:---------------|:-----------------------------|:-------------|:-------------------|:---------|:--------------|:----------|:--------------|:--------------|
|   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 |        16 | ![](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             |


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 rockrock/ロックロック/洛洛 (Arknights)
=========================================


This is the dataset of rockrock/ロックロック/洛洛 (Arknights), containing 50 images and their tags.


The core tags of this character are 'animal\_ears, cat\_ears, short\_hair, breasts, cat\_girl, cat\_tail, tail, black\_hair, bangs, hat, black\_headwear, hair\_between\_eyes, goggles\_on\_head, large\_breasts, medium\_breasts, yellow\_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