
# Dataset of gum/グム/古米 (Arknights)

This is the dataset of gum/グム/古米 (Arknights), containing 400 images and their tags.

The core tags of this character are `animal_ears, blonde_hair, bear_ears, short_hair, hair_ornament, candy_hair_ornament, hairclip, food-themed_hair_ornament, bangs, orange_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              |      400 | 546.38 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gum_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      400 | 292.25 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gum_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      935 | 637.70 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gum_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      400 | 474.62 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gum_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      935 | 940.37 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gum_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/gum_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, bare_shoulders, hat, holding_food, looking_at_viewer, official_alternate_costume, one_eye_closed, sailor_collar, sleeveless_dress, smile, solo, tongue_out, white_dress, ;q, bikini, hair_bow, ice_cream_cone, navel, blush, frying_pan, red_eyes, see-through_dress, simple_background, blue_headwear, cowboy_shot, full_body, hand_up, ribbon, sailor_dress, sandals, standing_on_one_leg |
|   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, hat, looking_at_viewer, official_alternate_costume, sailor_collar, sailor_dress, sleeveless_dress, solo, twintails, white_dress, blue_headwear, open_mouth, bare_shoulders, bear_girl, hair_bow, :d, holding_food, blush, ice_cream_cone, red_eyes, upper_body, white_headwear                                                                                                              |
|   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, black_jacket, looking_at_viewer, open_jacket, sailor_dress, simple_background, solo, white_background, white_neckerchief, white_sailor_collar, blush, long_sleeves, red_eyes, upper_body, :d, hand_up, open_mouth, twintails, black_dress                                                                                                                                                   |
|   3 |         9 | ![](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_footwear, black_jacket, blue_dress, long_sleeves, looking_at_viewer, open_mouth, shoes, solo, frying_pan, full_body, holding, open_jacket, sailor_dress, standing, white_sailor_collar, :d, orange_pantyhose, simple_background, white_background, white_neckerchief                                                                                                                  |
|   4 |         7 | ![](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, black_jacket, long_sleeves, looking_at_viewer, open_jacket, sailor_dress, smile, solo, white_sailor_collar, frying_pan, holding, orange_pantyhose, tongue_out, blue_dress, one_eye_closed, cowboy_shot, feet_out_of_frame, red_pantyhose, standing                                                                                                                                          |
|   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) | 1girl, black_jacket, frying_pan, holding, looking_at_viewer, orange_pantyhose, shoes, smile, solo, tongue_out, white_sailor_collar, black_footwear, full_body, one_eye_closed, open_jacket, sailor_dress, simple_background, white_background, ;q, red_eyes, hair_bun, high_heels, puffy_long_sleeves, red_pantyhose, shield, standing_on_one_leg, two-tone_background                             |
|   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) | anus, small_breasts, 1girl, ass, blush, completely_nude, nipples, solo, bar_censor, looking_at_viewer, smile, spread_legs, sweat, after_sex, after_vaginal, clitoris, cum_in_pussy, cum_on_body, cumdrip, mosaic_censoring, navel, on_back, open_mouth, red_eyes, spread_pussy, tongue_out, urethra                                                                                                |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bare_shoulders   | hat   | holding_food   | looking_at_viewer   | official_alternate_costume   | one_eye_closed   | sailor_collar   | sleeveless_dress   | smile   | solo   | tongue_out   | white_dress   | ;q   | bikini   | hair_bow   | ice_cream_cone   | navel   | blush   | frying_pan   | red_eyes   | see-through_dress   | simple_background   | blue_headwear   | cowboy_shot   | full_body   | hand_up   | ribbon   | sailor_dress   | sandals   | standing_on_one_leg   | twintails   | open_mouth   | bear_girl   | :d   | upper_body   | white_headwear   | black_jacket   | open_jacket   | white_background   | white_neckerchief   | white_sailor_collar   | long_sleeves   | black_dress   | black_footwear   | blue_dress   | shoes   | holding   | standing   | orange_pantyhose   | feet_out_of_frame   | red_pantyhose   | hair_bun   | high_heels   | puffy_long_sleeves   | shield   | two-tone_background   | anus   | small_breasts   | ass   | completely_nude   | nipples   | bar_censor   | spread_legs   | sweat   | after_sex   | after_vaginal   | clitoris   | cum_in_pussy   | cum_on_body   | cumdrip   | mosaic_censoring   | on_back   | spread_pussy   | urethra   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:------|:---------------|:--------------------|:-----------------------------|:-----------------|:----------------|:-------------------|:--------|:-------|:-------------|:--------------|:-----|:---------|:-----------|:-----------------|:--------|:--------|:-------------|:-----------|:--------------------|:--------------------|:----------------|:--------------|:------------|:----------|:---------|:---------------|:----------|:----------------------|:------------|:-------------|:------------|:-----|:-------------|:-----------------|:---------------|:--------------|:-------------------|:--------------------|:----------------------|:---------------|:--------------|:-----------------|:-------------|:--------|:----------|:-----------|:-------------------|:--------------------|:----------------|:-----------|:-------------|:---------------------|:---------|:----------------------|:-------|:----------------|:------|:------------------|:----------|:-------------|:--------------|:--------|:------------|:----------------|:-----------|:---------------|:--------------|:----------|:-------------------|:----------|:---------------|:----------|
|   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              | 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    | 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             |                  |              |         |           |            |                    |                     |                 |            |              |                      |          |                       |        |                 |       |                   |           |              |               |         |             |                 |            |                |               |           |                    |           |                |           |
|   3 |         9 | ![](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                  |                     |                 |            |              |                      |          |                       |        |                 |       |                   |           |              |               |         |             |                 |            |                |               |           |                    |           |                |           |
|   4 |         7 | ![](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 |         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                     |        |                 |       |                   |           |              |               |         |             |                 |            |                |               |           |                    |           |                |           |
|   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         |


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 gum/グム/古米 (Arknights)
================================


This is the dataset of gum/グム/古米 (Arknights), containing 400 images and their tags.


The core tags of this character are 'animal\_ears, blonde\_hair, bear\_ears, short\_hair, hair\_ornament, candy\_hair\_ornament, hairclip, food-themed\_hair\_ornament, bangs, orange\_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
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