
# Dataset of walkure/ワルキューレ/瓦尔基里 (Fate/Grand Order)

This is the dataset of walkure/ワルキューレ/瓦尔基里 (Fate/Grand Order), containing 162 images and their tags.

The core tags of this character are `long_hair, blonde_hair, red_eyes, head_wings, breasts, bangs, large_breasts`, 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              |      162 | 188.82 MiB | [Download](https://huggingface.co/datasets/CyberHarem/walkure_fgo/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      162 | 114.03 MiB | [Download](https://huggingface.co/datasets/CyberHarem/walkure_fgo/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      375 | 231.92 MiB | [Download](https://huggingface.co/datasets/CyberHarem/walkure_fgo/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      162 | 167.78 MiB | [Download](https://huggingface.co/datasets/CyberHarem/walkure_fgo/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      375 | 322.08 MiB | [Download](https://huggingface.co/datasets/CyberHarem/walkure_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/walkure_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 |        13 | ![](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, solo, looking_at_viewer, armored_dress, blush, cleavage, bracelet, white_dress, white_background, medium_breasts, open_mouth, simple_background, breastplate, smile, very_long_hair                                                                                                     |
|   1 |         8 | ![](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, solo, looking_at_viewer, shield, spear, thighhighs, armor, bracelet, smile, wings, cleavage, navel, pelvic_curtain, thigh_boots, bare_shoulders, hair_between_eyes, holding_polearm, medium_breasts, thighs                                                                                             |
|   2 |        18 | ![](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) | black_jacket, black_one-piece_swimsuit, blush, 1girl, black_gloves, looking_at_viewer, black_headwear, long_sleeves, open_jacket, choker, beret, highleg_swimsuit, solo, thighs, cleavage_cutout, sidelocks, smile, open_mouth                                                                                 |
|   3 |        15 | ![](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) | bare_shoulders, smile, blush, white_dress, 1girl, looking_at_viewer, white_gloves, solo, hair_between_eyes, hair_ribbon, very_long_hair, fur-trimmed_dress, pantyhose, sleeveless_dress, white_ribbon                                                                                                          |
|   4 |         5 | ![](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, long_sleeves, solo, white_shirt, black_jacket, looking_at_viewer, red_necktie, school_uniform, smile, blush, collared_shirt, open_jacket, pleated_skirt, alternate_costume, blazer, brown_pantyhose, contemporary, hair_between_eyes, medium_breasts, striped_necktie, very_long_hair, white_background |
|   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, blush, solo, white_shirt, collared_shirt, looking_at_viewer, simple_background, very_long_hair, white_background, collarbone, pleated_skirt, school_uniform, smile, thighs, black_skirt, contemporary, dress_shirt, hair_between_eyes, long_sleeves, medium_breasts, short_sleeves, sidelocks           |
|   6 |         8 | ![](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, blush, enmaided, maid_headdress, looking_at_viewer, black_dress, maid_apron, simple_background, smile, solo, long_sleeves, puffy_sleeves, ribbon, white_apron, white_background, white_gloves, brooch, hair_between_eyes, holding, sidelocks, thighhighs                                                |
|   7 |         6 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-sample4.png) | 1girl, blush, floral_print, solo, black_choker, food, yukata                                                                                                                                                                                                                                                   |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bare_shoulders   | solo   | looking_at_viewer   | armored_dress   | blush   | cleavage   | bracelet   | white_dress   | white_background   | medium_breasts   | open_mouth   | simple_background   | breastplate   | smile   | very_long_hair   | shield   | spear   | thighhighs   | armor   | wings   | navel   | pelvic_curtain   | thigh_boots   | hair_between_eyes   | holding_polearm   | thighs   | black_jacket   | black_one-piece_swimsuit   | black_gloves   | black_headwear   | long_sleeves   | open_jacket   | choker   | beret   | highleg_swimsuit   | cleavage_cutout   | sidelocks   | white_gloves   | hair_ribbon   | fur-trimmed_dress   | pantyhose   | sleeveless_dress   | white_ribbon   | white_shirt   | red_necktie   | school_uniform   | collared_shirt   | pleated_skirt   | alternate_costume   | blazer   | brown_pantyhose   | contemporary   | striped_necktie   | collarbone   | black_skirt   | dress_shirt   | short_sleeves   | enmaided   | maid_headdress   | black_dress   | maid_apron   | puffy_sleeves   | ribbon   | white_apron   | brooch   | holding   | floral_print   | black_choker   | food   | yukata   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:-------|:--------------------|:----------------|:--------|:-----------|:-----------|:--------------|:-------------------|:-----------------|:-------------|:--------------------|:--------------|:--------|:-----------------|:---------|:--------|:-------------|:--------|:--------|:--------|:-----------------|:--------------|:--------------------|:------------------|:---------|:---------------|:---------------------------|:---------------|:-----------------|:---------------|:--------------|:---------|:--------|:-------------------|:------------------|:------------|:---------------|:--------------|:--------------------|:------------|:-------------------|:---------------|:--------------|:--------------|:-----------------|:-----------------|:----------------|:--------------------|:---------|:------------------|:---------------|:------------------|:-------------|:--------------|:--------------|:----------------|:-----------|:-----------------|:--------------|:-------------|:----------------|:---------|:--------------|:---------|:----------|:---------------|:---------------|:-------|:---------|
|   0 |        13 | ![](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 |         8 | ![](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 |        18 | ![](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           |                |               |                     |             |                    |                |               |               |                  |                  |                 |                     |          |                   |                |                   |              |               |               |                 |            |                  |               |              |                 |          |               |          |           |                |                |        |          |
|   3 |        15 | ![](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 |         5 | ![](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                 |              |               |               |                 |            |                  |               |              |                 |          |               |          |           |                |                |        |          |
|   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               |            |                  |               |              |                 |          |               |          |           |                |                |        |          |
|   6 |         8 | ![](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         |                |                |        |          |
|   7 |         6 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-sample4.png) | 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 walkure/ワルキューレ/瓦尔基里 (Fate/Grand Order)
=================================================


This is the dataset of walkure/ワルキューレ/瓦尔基里 (Fate/Grand Order), containing 162 images and their tags.


The core tags of this character are 'long\_hair, blonde\_hair, red\_eyes, head\_wings, breasts, bangs, large\_breasts', 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