
# Dataset of mudrock/マドロック/泥岩 (Arknights)

This is the dataset of mudrock/マドロック/泥岩 (Arknights), containing 500 images and their tags.

The core tags of this character are `horns, long_hair, red_eyes, bangs, pointy_ears, breasts, white_hair, large_breasts, hair_ornament, grey_hair, 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 | 1.06 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/mudrock_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 466.83 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mudrock_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1365 | 1.07 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/mudrock_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 878.48 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mudrock_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1365 | 1.73 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/mudrock_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/mudrock_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, apple, bare_shoulders, bikini, black_bikini, cowboy_shot, flower, food, fruit, hair_flower, holding, holding_food, holding_fruit, looking_at_viewer, navel, official_alternate_costume, oripathy_lesion_(arknights), parted_lips, solo, stomach, swimsuit, cleavage, jewelry, necklace, yellow_flower, choker, hand_up, infection_monitor_(arknights), standing, simple_background, underboob, white_background                                 |
|   1 |        14 | ![](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, bare_shoulders, bikini, black_bikini, cleavage, flower, hair_flower, jewelry, looking_at_viewer, necklace, official_alternate_costume, solo, swimsuit, choker, oripathy_lesion_(arknights), parted_lips, yellow_flower, infection_monitor_(arknights), navel, stomach, sitting, black_choker, apple, food, fruit, armlet, holding, holding_food, holding_fruit                                                                                  |
|   2 |        10 | ![](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_gloves, crop_top, elite_ii_(arknights), gloves, hammer, holding, holding_hammer, holding_weapon, midriff, off_shoulder, oripathy_lesion_(arknights), solo, sports_bra, stomach, weapon, cowboy_shot, infection_monitor_(arknights), navel, black_choker, long_sleeves, looking_at_viewer, standing, choker, sarashi, white_background, medium_breasts, parted_lips, simple_background                                     |
|   3 |         5 | ![](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_choker, black_gloves, crop_top, elite_ii_(arknights), gloves, hammer, holding, holding_hammer, infection_monitor_(arknights), looking_at_viewer, oripathy_lesion_(arknights), solo, sports_bra, upper_body, weapon, choker, cleavage, collarbone, midriff, navel, hair_between_eyes, holding_weapon, stomach, closed_mouth, off_shoulder, parted_lips, sarashi                                                            |
|   4 |         6 | ![](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, black_choker, choker, crop_top, elite_ii_(arknights), infection_monitor_(arknights), looking_at_viewer, midriff, navel, oripathy_lesion_(arknights), solo, sports_bra, stomach, upper_body, collarbone, off_shoulder, cleavage, armband                                                                                                                                                                                         |
|   5 |        50 | ![](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, dress, solo, jewelry, official_alternate_costume, bare_shoulders, looking_at_viewer, necklace, cleavage, choker, detached_sleeves, short_sleeves, black_choker, black_gloves, earrings, gloves, single_glove, cup, drinking_glass, holding, holding_cup, closed_mouth, parted_lips, bracelet, indoors, upper_body                                                                                                                  |
|   6 |         5 | ![](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) | 1boy, 1girl, blush, completely_nude, hetero, nipples, nude, sex, cum, navel, penis, pussy, solo_focus, sweat, vaginal, censored, cum_in_pussy, open_mouth, saliva, spread_legs, ahegao, ass, breast_grab, closed_eyes, collarbone, cowgirl_position, drooling, flower, girl_on_top, grabbing, hair_between_eyes, hair_flower, heart, huge_breasts, inverted_nipples, piercing, rolling_eyes, straddling, tongue, tongue_out, uncensored, yellow_flower |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | apple   | bare_shoulders   | bikini   | black_bikini   | cowboy_shot   | flower   | food   | fruit   | hair_flower   | holding   | holding_food   | holding_fruit   | looking_at_viewer   | navel   | official_alternate_costume   | oripathy_lesion_(arknights)   | parted_lips   | solo   | stomach   | swimsuit   | cleavage   | jewelry   | necklace   | yellow_flower   | choker   | hand_up   | infection_monitor_(arknights)   | standing   | simple_background   | underboob   | white_background   | sitting   | black_choker   | armlet   | black_gloves   | crop_top   | elite_ii_(arknights)   | gloves   | hammer   | holding_hammer   | holding_weapon   | midriff   | off_shoulder   | sports_bra   | weapon   | long_sleeves   | sarashi   | medium_breasts   | upper_body   | collarbone   | hair_between_eyes   | closed_mouth   | armband   | black_dress   | dress   | detached_sleeves   | short_sleeves   | earrings   | single_glove   | cup   | drinking_glass   | holding_cup   | bracelet   | indoors   | 1boy   | blush   | completely_nude   | hetero   | nipples   | nude   | sex   | cum   | penis   | pussy   | solo_focus   | sweat   | vaginal   | censored   | cum_in_pussy   | open_mouth   | saliva   | spread_legs   | ahegao   | ass   | breast_grab   | closed_eyes   | cowgirl_position   | drooling   | girl_on_top   | grabbing   | heart   | huge_breasts   | inverted_nipples   | piercing   | rolling_eyes   | straddling   | tongue   | tongue_out   | uncensored   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:-----------------|:---------|:---------------|:--------------|:---------|:-------|:--------|:--------------|:----------|:---------------|:----------------|:--------------------|:--------|:-----------------------------|:------------------------------|:--------------|:-------|:----------|:-----------|:-----------|:----------|:-----------|:----------------|:---------|:----------|:--------------------------------|:-----------|:--------------------|:------------|:-------------------|:----------|:---------------|:---------|:---------------|:-----------|:-----------------------|:---------|:---------|:-----------------|:-----------------|:----------|:---------------|:-------------|:---------|:---------------|:----------|:-----------------|:-------------|:-------------|:--------------------|:---------------|:----------|:--------------|:--------|:-------------------|:----------------|:-----------|:---------------|:------|:-----------------|:--------------|:-----------|:----------|:-------|:--------|:------------------|:---------|:----------|:-------|:------|:------|:--------|:--------|:-------------|:--------|:----------|:-----------|:---------------|:-------------|:---------|:--------------|:---------|:------|:--------------|:--------------|:-------------------|:-----------|:--------------|:-----------|:--------|:---------------|:-------------------|:-----------|:---------------|:-------------|:---------|:-------------|:-------------|
|   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          | X               | X        | X         | X                               | X          | X                   | X           | X                  |           |                |          |                |            |                        |          |          |                  |                  |           |                |              |          |                |           |                  |              |              |                     |                |           |               |         |                    |                 |            |                |       |                  |               |            |           |        |         |                   |          |           |        |       |       |         |         |              |         |           |            |                |              |          |               |          |       |               |               |                    |            |               |            |         |                |                    |            |                |              |          |              |              |
|   1 |        14 | ![](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        |                |            |                        |          |          |                  |                  |           |                |              |          |                |           |                  |              |              |                     |                |           |               |         |                    |                 |            |                |       |                  |               |            |           |        |         |                   |          |           |        |       |       |         |         |              |         |           |            |                |              |          |               |          |       |               |               |                    |            |               |            |         |                |                    |            |                |              |          |              |              |
|   2 |        10 | ![](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                |              |              |                     |                |           |               |         |                    |                 |            |                |       |                  |               |            |           |        |         |                   |          |           |        |       |       |         |         |              |         |           |            |                |              |          |               |          |       |               |               |                    |            |               |            |         |                |                    |            |                |              |          |              |              |
|   3 |         5 | ![](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              |           |               |         |                    |                 |            |                |       |                  |               |            |           |        |         |                   |          |           |        |       |       |         |         |              |         |           |            |                |              |          |               |          |       |               |               |                    |            |               |            |         |                |                    |            |                |              |          |              |              |
|   4 |         6 | ![](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         |               |         |                    |                 |            |                |       |                  |               |            |           |        |         |                   |          |           |        |       |       |         |         |              |         |           |            |                |              |          |               |          |       |               |               |                    |            |               |            |         |                |                    |            |                |              |          |              |              |
|   5 |        50 | ![](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         |        |         |                   |          |           |        |       |       |         |         |              |         |           |            |                |              |          |               |          |       |               |               |                    |            |               |            |         |                |                    |            |                |              |          |              |              |
|   6 |         5 | ![](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            |


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 mudrock/マドロック/泥岩 (Arknights)
=======================================


This is the dataset of mudrock/マドロック/泥岩 (Arknights), containing 500 images and their tags.


The core tags of this character are 'horns, long\_hair, red\_eyes, bangs, pointy\_ears, breasts, white\_hair, large\_breasts, hair\_ornament, grey\_hair, 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