
# Dataset of gray/グレイ/格蕾 (Fate/Grand Order)

This is the dataset of gray/グレイ/格蕾 (Fate/Grand Order), containing 463 images and their tags.

The core tags of this character are `bangs, grey_hair, green_eyes, short_hair, 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              |      463 | 595.61 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/gray_fgo/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      463 | 337.51 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/gray_fgo/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1117 | 718.61 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/gray_fgo/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      463 | 525.97 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/gray_fgo/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1117 | 1014.59 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gray_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/gray_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 |        37 | ![](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, hood_up, solo, looking_at_viewer, closed_mouth, long_sleeves, hooded_cloak, upper_body, ribbon, holding, blush, fur-trimmed_cloak, white_background, capelet, birdcage, simple_background                                                                                                                                    |
|   1 |         7 | ![](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, fur_trim, hood_up, simple_background, looking_at_viewer, solo, white_background, parted_lips, cloak, upper_body, portrait                                                                                                                                                                                                    |
|   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, blush, hood_up, long_sleeves, looking_at_viewer, open_mouth, simple_background, solo, white_background, fur_trim, upper_body, :d, teeth                                                                                                                                                                                      |
|   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, black_thighhighs, fur_trim, grey_skirt, hood_up, long_sleeves, plaid_skirt, pleated_skirt, solo, zettai_ryouiki, black_gloves, simple_background, black_ribbon, white_background, black_cape, closed_mouth, miniskirt, looking_at_viewer, black_cloak, boots, full_body, black_footwear, neck_ribbon, hooded_cloak, standing |
|   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, holding_scythe, holding_weapon, hood_up, long_sleeves, looking_at_viewer, solo, black_dress, cloak, fur_trim, capelet, skirt                                                                                                                                                                                                 |
|   5 |         7 | ![](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, blush, looking_at_viewer, solo, ocean, beach, collarbone, day, navel, outdoors, ahoge, aqua_eyes, blue_sky, cleavage, cloud, medium_breasts, small_breasts, white_bikini, braid, open_jacket, ribbon, thighs, water                                                                                                          |
|   6 |         7 | ![](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) | 1girl, ahoge, hair_ribbon, braid, collarbone, off-shoulder_dress, solo, bare_shoulders, blue_dress, earrings, looking_at_viewer, belt, blue_eyes, blush, sidelocks, alternate_costume, black_ribbon, blue_ribbon, breasts, short_sleeves, upper_body, white_dress                                                                   |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | hood_up   | solo   | looking_at_viewer   | closed_mouth   | long_sleeves   | hooded_cloak   | upper_body   | ribbon   | holding   | blush   | fur-trimmed_cloak   | white_background   | capelet   | birdcage   | simple_background   | fur_trim   | parted_lips   | cloak   | portrait   | open_mouth   | :d   | teeth   | black_thighhighs   | grey_skirt   | plaid_skirt   | pleated_skirt   | zettai_ryouiki   | black_gloves   | black_ribbon   | black_cape   | miniskirt   | black_cloak   | boots   | full_body   | black_footwear   | neck_ribbon   | standing   | holding_scythe   | holding_weapon   | black_dress   | skirt   | ocean   | beach   | collarbone   | day   | navel   | outdoors   | ahoge   | aqua_eyes   | blue_sky   | cleavage   | cloud   | medium_breasts   | small_breasts   | white_bikini   | braid   | open_jacket   | thighs   | water   | hair_ribbon   | off-shoulder_dress   | bare_shoulders   | blue_dress   | earrings   | belt   | blue_eyes   | sidelocks   | alternate_costume   | blue_ribbon   | breasts   | short_sleeves   | white_dress   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:----------|:-------|:--------------------|:---------------|:---------------|:---------------|:-------------|:---------|:----------|:--------|:--------------------|:-------------------|:----------|:-----------|:--------------------|:-----------|:--------------|:--------|:-----------|:-------------|:-----|:--------|:-------------------|:-------------|:--------------|:----------------|:-----------------|:---------------|:---------------|:-------------|:------------|:--------------|:--------|:------------|:-----------------|:--------------|:-----------|:-----------------|:-----------------|:--------------|:--------|:--------|:--------|:-------------|:------|:--------|:-----------|:--------|:------------|:-----------|:-----------|:--------|:-----------------|:----------------|:---------------|:--------|:--------------|:---------|:--------|:--------------|:---------------------|:-----------------|:-------------|:-----------|:-------|:------------|:------------|:--------------------|:--------------|:----------|:----------------|:--------------|
|   0 |        37 | ![](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 |         7 | ![](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          |              |      |         |                    |              |               |                 |                  |                |                |              |             |               |         |             |                  |               |            |                  |                  |               |         |         |         |              |       |         |            |         |             |            |            |         |                  |                 |                |         |               |          |         |               |                      |                  |              |            |        |             |             |                     |               |           |                 |               |
|   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       |                    |              |               |                 |                  |                |                |              |             |               |         |             |                  |               |            |                  |                  |               |         |         |         |              |       |         |            |         |             |            |            |         |                  |                 |                |         |               |          |         |               |                      |                  |              |            |        |             |             |                     |               |           |                 |               |
|   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                | 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       |         |         |              |       |         |            |         |             |            |            |         |                  |                 |                |         |               |          |         |               |                      |                  |              |            |        |             |             |                     |               |           |                 |               |
|   5 |         7 | ![](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       |               |                      |                  |              |            |        |             |             |                     |               |           |                 |               |
|   6 |         7 | ![](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             |


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 gray/グレイ/格蕾 (Fate/Grand Order)
=========================================


This is the dataset of gray/グレイ/格蕾 (Fate/Grand Order), containing 463 images and their tags.


The core tags of this character are 'bangs, grey\_hair, green\_eyes, short\_hair, 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