
# Dataset of paul_bunyan/ポール・バニヤン/保罗·班扬 (Fate/Grand Order)

This is the dataset of paul_bunyan/ポール・バニヤン/保罗·班扬 (Fate/Grand Order), containing 368 images and their tags.

The core tags of this character are `blonde_hair, short_hair, yellow_eyes, hat, bangs, beret, green_headwear, parted_bangs`, 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              |      368 | 353.62 MiB | [Download](https://huggingface.co/datasets/CyberHarem/paul_bunyan_fgo/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      368 | 223.19 MiB | [Download](https://huggingface.co/datasets/CyberHarem/paul_bunyan_fgo/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      823 | 452.57 MiB | [Download](https://huggingface.co/datasets/CyberHarem/paul_bunyan_fgo/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      368 | 316.83 MiB | [Download](https://huggingface.co/datasets/CyberHarem/paul_bunyan_fgo/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      823 | 609.43 MiB | [Download](https://huggingface.co/datasets/CyberHarem/paul_bunyan_fgo/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/paul_bunyan_fgo',
    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 |         9 | ![](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, brown_gloves, long_sleeves, looking_at_viewer, pantyhose, solo, boots, closed_mouth, green_coat, green_jacket, smile, full_body, simple_background, weapon, holding_axe, standing                                                                                                                  |
|   1 |         5 | ![](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, blush, green_jacket, holding_axe, long_sleeves, solo, white_background, brown_eyes, brown_gloves, holding_weapon, looking_at_viewer, simple_background, :d, black_pantyhose, brown_pantyhose, open_mouth, boots, closed_mouth, full_body                                                           |
|   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, long_sleeves, solo, blush, giantess, green_coat, blue_sky, brown_gloves, closed_mouth, cloud, day, jacket, outdoors, pantyhose, smile, boots, looking_at_viewer                                                                                                                                    |
|   3 |        12 | ![](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, naked_overalls, solo, button_badge, gloves, looking_at_viewer, chainsaw, flat_chest, blush, simple_background, white_background, bare_shoulders, breasts, collarbone, smiley_face                                                                                                                  |
|   4 |        17 | ![](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) | rabbit_ears, 1girl, fake_animal_ears, looking_at_viewer, white_gloves, rabbit_tail, white_leotard, playboy_bunny, sharp_teeth, solo, smile, hairband, open_mouth, white_shorts, covered_navel, heart, ascot, blush, bare_shoulders, blood_on_face, boots, flat_chest, holding_axe, weapon, white_footwear |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | brown_gloves   | long_sleeves   | looking_at_viewer   | pantyhose   | solo   | boots   | closed_mouth   | green_coat   | green_jacket   | smile   | full_body   | simple_background   | weapon   | holding_axe   | standing   | blush   | white_background   | brown_eyes   | holding_weapon   | :d   | black_pantyhose   | brown_pantyhose   | open_mouth   | giantess   | blue_sky   | cloud   | day   | jacket   | outdoors   | naked_overalls   | button_badge   | gloves   | chainsaw   | flat_chest   | bare_shoulders   | breasts   | collarbone   | smiley_face   | rabbit_ears   | fake_animal_ears   | white_gloves   | rabbit_tail   | white_leotard   | playboy_bunny   | sharp_teeth   | hairband   | white_shorts   | covered_navel   | heart   | ascot   | blood_on_face   | white_footwear   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:---------------|:--------------------|:------------|:-------|:--------|:---------------|:-------------|:---------------|:--------|:------------|:--------------------|:---------|:--------------|:-----------|:--------|:-------------------|:-------------|:-----------------|:-----|:------------------|:------------------|:-------------|:-----------|:-----------|:--------|:------|:---------|:-----------|:-----------------|:---------------|:---------|:-----------|:-------------|:-----------------|:----------|:-------------|:--------------|:--------------|:-------------------|:---------------|:--------------|:----------------|:----------------|:--------------|:-----------|:---------------|:----------------|:--------|:--------|:----------------|:-----------------|
|   0 |         9 | ![](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          |         |                    |              |                  |      |                   |                   |              |            |            |         |       |          |            |                  |                |          |            |              |                  |           |              |               |               |                    |                |               |                 |                 |               |            |                |                 |         |         |                 |                  |
|   1 |         5 | ![](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            |            |            |         |       |          |            |                  |                |          |            |              |                  |           |              |               |               |                    |                |               |                 |                 |               |            |                |                 |         |         |                 |                  |
|   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          |                  |                |          |            |              |                  |           |              |               |               |                    |                |               |                 |                 |               |            |                |                 |         |         |                 |                  |
|   3 |        12 | ![](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             |               |                    |                |               |                 |                 |               |            |                |                 |         |         |                 |                  |
|   4 |        17 | ![](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                |


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 paul\_bunyan/ポール・バニヤン/保罗·班扬 (Fate/Grand Order)
=========================================================


This is the dataset of paul\_bunyan/ポール・バニヤン/保罗·班扬 (Fate/Grand Order), containing 368 images and their tags.


The core tags of this character are 'blonde\_hair, short\_hair, yellow\_eyes, hat, bangs, beret, green\_headwear, parted\_bangs', 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