
# Dataset of gareth/ガレス/加雷斯 (Fate/Grand Order)

This is the dataset of gareth/ガレス/加雷斯 (Fate/Grand Order), containing 102 images and their tags.

The core tags of this character are `blonde_hair, short_hair, green_eyes, breasts, bangs, hair_between_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              |      102 | 131.43 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gareth_fgo/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      102 | 77.43 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/gareth_fgo/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      232 | 163.76 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gareth_fgo/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      102 | 116.64 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gareth_fgo/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      232 | 228.35 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gareth_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/gareth_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 |         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, looking_at_viewer, solo, blush_stickers, breastplate, holding_polearm, lance, simple_background, white_background, :d, boots, gauntlets, hair_flaps, holding_shield, open_mouth, pauldrons, standing    |
|   1 |         6 | ![](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) | looking_at_viewer, solo, 1girl, blood_on_face, helmet, breastplate, holding_shield, one_eye_closed, teeth, holding_weapon, knight, open_mouth                                                                  |
|   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, open_mouth, blush, closed_eyes, upper_body, 1boy, armor, gloves, headpat, multicolored_hair, simple_background, white_background, :d, black_hair, solo_focus                                            |
|   3 |        16 | ![](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) | blush_stickers, 1girl, solo, bikini, looking_at_viewer, strawberry_print, collarbone, navel, smile, cleavage, medium_breasts, open_mouth, black_hair, hair_flaps, holding, simple_background, white_background |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | looking_at_viewer   | solo   | blush_stickers   | breastplate   | holding_polearm   | lance   | simple_background   | white_background   | :d   | boots   | gauntlets   | hair_flaps   | holding_shield   | open_mouth   | pauldrons   | standing   | blood_on_face   | helmet   | one_eye_closed   | teeth   | holding_weapon   | knight   | blush   | closed_eyes   | upper_body   | 1boy   | armor   | gloves   | headpat   | multicolored_hair   | black_hair   | solo_focus   | bikini   | strawberry_print   | collarbone   | navel   | smile   | cleavage   | medium_breasts   | holding   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-------|:-----------------|:--------------|:------------------|:--------|:--------------------|:-------------------|:-----|:--------|:------------|:-------------|:-----------------|:-------------|:------------|:-----------|:----------------|:---------|:-----------------|:--------|:-----------------|:---------|:--------|:--------------|:-------------|:-------|:--------|:---------|:----------|:--------------------|:-------------|:-------------|:---------|:-------------------|:-------------|:--------|:--------|:-----------|:-----------------|:----------|
|   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          |                 |          |                  |         |                  |          |         |               |              |        |         |          |           |                     |              |              |          |                    |              |         |         |            |                  |           |
|   1 |         6 | ![](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        |         |               |              |        |         |          |           |                     |              |              |          |                    |              |         |         |            |                  |           |
|   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            |          |                    |              |         |         |            |                  |           |
|   3 |        16 | ![](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         |


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 gareth/ガレス/加雷斯 (Fate/Grand Order)
============================================


This is the dataset of gareth/ガレス/加雷斯 (Fate/Grand Order), containing 102 images and their tags.


The core tags of this character are 'blonde\_hair, short\_hair, green\_eyes, breasts, bangs, hair\_between\_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