
# Dataset of yang_guifei/楊貴妃/杨贵妃 (Fate/Grand Order)

This is the dataset of yang_guifei/楊貴妃/杨贵妃 (Fate/Grand Order), containing 500 images and their tags.

The core tags of this character are `bangs, breasts, long_hair, blue_eyes, very_long_hair, purple_hair, blunt_bangs, hair_ornament, sidelocks, twintails, large_breasts, leaf_hair_ornament`, 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              |      500 | 906.38 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yang_guifei_fgo/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 456.46 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yang_guifei_fgo/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1353 | 1.01 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/yang_guifei_fgo/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 775.16 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yang_guifei_fgo/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1353 | 1.47 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/yang_guifei_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/yang_guifei_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 |         8 | ![](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, black_dress, black_gloves, black_headwear, black_thighhighs, blue_fire, center_opening, elbow_gloves, looking_at_viewer, solo, thighs, fish, halo, smile, blush, parted_lips, knee_up                                                                                                                                                                                                                                             |
|   1 |        13 | ![](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, bare_shoulders, black_dress, blush, china_dress, cleavage, detached_sleeves, looking_at_viewer, simple_background, smile, solo, white_background, thighs, closed_mouth, side_slit                                                                                                                                                                                                                                                                 |
|   2 |         9 | ![](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, bare_shoulders, black_dress, blush, china_dress, cleavage, closed_mouth, detached_sleeves, looking_at_viewer, smile, solo, thighs, sitting, covered_navel, side_slit                                                                                                                                                                                                                                                                              |
|   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, bare_shoulders, black_dress, blush, china_dress, cleavage, closed_mouth, detached_sleeves, flute, looking_at_viewer, smile, solo, thighs, black_footwear, high_heels, medium_breasts, sitting                                                                                                                                                                                                                                                     |
|   4 |        11 | ![](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, bare_shoulders, black_dress, detached_sleeves, looking_at_viewer, solo, blush, china_dress, closed_mouth, medium_breasts, simple_background, smile, double_bun, white_background, thighs                                                                                                                                                                                                                                                          |
|   5 |        12 | ![](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, bare_shoulders, looking_at_viewer, solo, black_bikini, blush, double_bun, thighs, eyewear_on_head, heart-shaped_eyewear, sunglasses, cleavage, collarbone, navel, smile, water                                                                                                                                                                                                                                                                    |
|   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, long_sleeves, solo, baseball_cap, looking_at_viewer, navel, smile, blush, short_shorts, simple_background, underboob, white_background, belt, black_hair, crop_top, medium_breasts, midriff, single_thighhigh, black_headwear, black_jacket, black_shirt, holding_phone, smartphone, stomach, thighs, black_bikini, black_footwear, black_shorts, camouflage, fishnet_thighhighs, full_body, open_clothes, piercing, shoes, standing, thigh_strap |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bare_shoulders   | black_dress   | black_gloves   | black_headwear   | black_thighhighs   | blue_fire   | center_opening   | elbow_gloves   | looking_at_viewer   | solo   | thighs   | fish   | halo   | smile   | blush   | parted_lips   | knee_up   | china_dress   | cleavage   | detached_sleeves   | simple_background   | white_background   | closed_mouth   | side_slit   | sitting   | covered_navel   | flute   | black_footwear   | high_heels   | medium_breasts   | double_bun   | black_bikini   | eyewear_on_head   | heart-shaped_eyewear   | sunglasses   | collarbone   | navel   | water   | long_sleeves   | baseball_cap   | short_shorts   | underboob   | belt   | black_hair   | crop_top   | midriff   | single_thighhigh   | black_jacket   | black_shirt   | holding_phone   | smartphone   | stomach   | black_shorts   | camouflage   | fishnet_thighhighs   | full_body   | open_clothes   | piercing   | shoes   | standing   | thigh_strap   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:--------------|:---------------|:-----------------|:-------------------|:------------|:-----------------|:---------------|:--------------------|:-------|:---------|:-------|:-------|:--------|:--------|:--------------|:----------|:--------------|:-----------|:-------------------|:--------------------|:-------------------|:---------------|:------------|:----------|:----------------|:--------|:-----------------|:-------------|:-----------------|:-------------|:---------------|:------------------|:-----------------------|:-------------|:-------------|:--------|:--------|:---------------|:---------------|:---------------|:------------|:-------|:-------------|:-----------|:----------|:-------------------|:---------------|:--------------|:----------------|:-------------|:----------|:---------------|:-------------|:---------------------|:------------|:---------------|:-----------|:--------|:-----------|:--------------|
|   0 |         8 | ![](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         |               |            |                    |                     |                    |                |             |           |                 |         |                  |              |                  |              |                |                   |                        |              |              |         |         |                |                |                |             |        |              |            |           |                    |                |               |                 |              |           |                |              |                      |             |                |            |         |            |               |
|   1 |        13 | ![](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           |           |                 |         |                  |              |                  |              |                |                   |                        |              |              |         |         |                |                |                |             |        |              |            |           |                    |                |               |                 |              |           |                |              |                      |             |                |            |         |            |               |
|   2 |         9 | ![](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 |         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                |              |                |                   |                        |              |              |         |         |                |                |                |             |        |              |            |           |                    |                |               |                 |              |           |                |              |                      |             |                |            |         |            |               |
|   4 |        11 | ![](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            |                |                   |                        |              |              |         |         |                |                |                |             |        |              |            |           |                    |                |               |                 |              |           |                |              |                      |             |                |            |         |            |               |
|   5 |        12 | ![](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       |                |                |                |             |        |              |            |           |                    |                |               |                 |              |           |                |              |                      |             |                |            |         |            |               |
|   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         | 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 yang\_guifei/楊貴妃/杨贵妃 (Fate/Grand Order)
==================================================


This is the dataset of yang\_guifei/楊貴妃/杨贵妃 (Fate/Grand Order), containing 500 images and their tags.


The core tags of this character are 'bangs, breasts, long\_hair, blue\_eyes, very\_long\_hair, purple\_hair, blunt\_bangs, hair\_ornament, sidelocks, twintails, large\_breasts, leaf\_hair\_ornament', 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