
# Dataset of gravel/グラベル/砾 (Arknights)

This is the dataset of gravel/グラベル/砾 (Arknights), containing 399 images and their tags.

The core tags of this character are `animal_ears, long_hair, pink_hair, animal_ear_fluff, breasts, bangs, hair_between_eyes, 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              |      399 | 607.44 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gravel_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      399 | 291.95 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gravel_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      987 | 668.44 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gravel_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      399 | 509.69 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gravel_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      987 | 1.01 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/gravel_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/gravel_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, blush, completely_nude, large_breasts, looking_at_viewer, navel, nipples, solo, on_bed, pussy, smile, barcode_tattoo, collarbone, open_mouth, pillow, pink_eyes, stomach, anus, bed_sheet, on_back, on_side, parted_lips, spread_legs, sweat, uncensored                                                                                                                                                       |
|   1 |        12 | ![](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, black_jacket, off_shoulder, open_jacket, simple_background, white_background, blush, looking_at_viewer, solo, upper_body, barcode_tattoo, breastplate, shoulder_tattoo, open_mouth, ahoge, brown_eyes, earpiece, infection_monitor_(arknights), long_sleeves, :d                                                                                                                               |
|   2 |         8 | ![](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_footwear, black_jacket, blush, breastplate, brown_thighhighs, long_sleeves, looking_at_viewer, off_shoulder, open_jacket, simple_background, solo, white_background, smile, barcode_tattoo, high_heel_boots, knee_boots, sitting, torn_thighhighs, leotard, tail, thighs, parted_lips, ahoge, black_thighhighs, brown_eyes, covered_navel, earpiece, full_body, knee_up, shoulder_tattoo |
|   3 |        22 | ![](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, black_headwear, black_shirt, black_shorts, high-waist_shorts, long_sleeves, official_alternate_costume, solo, looking_at_viewer, necklace, smile, black_gloves, cowboy_shot, blush, thigh_strap, belt, white_cape, simple_background, cabbie_hat, white_background, parted_lips, large_breasts, orange_eyes, dark-skinned_female, tail                                                                         |
|   4 |        28 | ![](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) | 1boy, 1girl, blush, hetero, large_breasts, sex, vaginal, solo_focus, navel, nipples, penis, cum_in_pussy, girl_on_top, spread_legs, completely_nude, cowgirl_position, sweat, open_mouth, smile, looking_at_viewer, collarbone, overflow, tongue_out, barcode_tattoo, dark_skin, heavy_breathing, ejaculation, heart-shaped_pupils, lactation, brown_eyes, mosaic_censoring, pov                                      |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | blush   | completely_nude   | large_breasts   | looking_at_viewer   | navel   | nipples   | solo   | on_bed   | pussy   | smile   | barcode_tattoo   | collarbone   | open_mouth   | pillow   | pink_eyes   | stomach   | anus   | bed_sheet   | on_back   | on_side   | parted_lips   | spread_legs   | sweat   | uncensored   | bare_shoulders   | black_jacket   | off_shoulder   | open_jacket   | simple_background   | white_background   | upper_body   | breastplate   | shoulder_tattoo   | ahoge   | brown_eyes   | earpiece   | infection_monitor_(arknights)   | long_sleeves   | :d   | black_footwear   | brown_thighhighs   | high_heel_boots   | knee_boots   | sitting   | torn_thighhighs   | leotard   | tail   | thighs   | black_thighhighs   | covered_navel   | full_body   | knee_up   | black_headwear   | black_shirt   | black_shorts   | high-waist_shorts   | official_alternate_costume   | necklace   | black_gloves   | cowboy_shot   | thigh_strap   | belt   | white_cape   | cabbie_hat   | orange_eyes   | dark-skinned_female   | 1boy   | hetero   | sex   | vaginal   | solo_focus   | penis   | cum_in_pussy   | girl_on_top   | cowgirl_position   | overflow   | tongue_out   | dark_skin   | heavy_breathing   | ejaculation   | heart-shaped_pupils   | lactation   | mosaic_censoring   | pov   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:------------------|:----------------|:--------------------|:--------|:----------|:-------|:---------|:--------|:--------|:-----------------|:-------------|:-------------|:---------|:------------|:----------|:-------|:------------|:----------|:----------|:--------------|:--------------|:--------|:-------------|:-----------------|:---------------|:---------------|:--------------|:--------------------|:-------------------|:-------------|:--------------|:------------------|:--------|:-------------|:-----------|:--------------------------------|:---------------|:-----|:-----------------|:-------------------|:------------------|:-------------|:----------|:------------------|:----------|:-------|:---------|:-------------------|:----------------|:------------|:----------|:-----------------|:--------------|:---------------|:--------------------|:-----------------------------|:-----------|:---------------|:--------------|:--------------|:-------|:-------------|:-------------|:--------------|:----------------------|:-------|:---------|:------|:----------|:-------------|:--------|:---------------|:--------------|:-------------------|:-----------|:-------------|:------------|:------------------|:--------------|:----------------------|:------------|:-------------------|:------|
|   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            |                  |                |                |               |                     |                    |              |               |                   |         |              |            |                                 |                |      |                  |                    |                   |              |           |                   |           |        |          |                    |                 |             |           |                  |               |                |                     |                              |            |                |               |               |        |              |              |               |                       |        |          |       |           |              |         |                |               |                    |            |              |             |                   |               |                       |             |                    |       |
|   1 |        12 | ![](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    |                  |                    |                   |              |           |                   |           |        |          |                    |                 |             |           |                  |               |                |                     |                              |            |                |               |               |        |              |              |               |                       |        |          |       |           |              |         |                |               |                    |            |              |             |                   |               |                       |             |                    |       |
|   2 |         8 | ![](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         |                  |               |                |                     |                              |            |                |               |               |        |              |              |               |                       |        |          |       |           |              |         |                |               |                    |            |              |             |                   |               |                       |             |                    |       |
|   3 |        22 | ![](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                     |        |          |       |           |              |         |                |               |                    |            |              |             |                   |               |                       |             |                    |       |
|   4 |        28 | ![](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 gravel/グラベル/砾 (Arknights)
====================================


This is the dataset of gravel/グラベル/砾 (Arknights), containing 399 images and their tags.


The core tags of this character are 'animal\_ears, long\_hair, pink\_hair, animal\_ear\_fluff, breasts, bangs, hair\_between\_eyes, 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