
# Dataset of yu_mei_ren/虞美人/虞美人 (Fate/Grand Order)

This is the dataset of yu_mei_ren/虞美人/虞美人 (Fate/Grand Order), containing 500 images and their tags.

The core tags of this character are `long_hair, brown_hair, breasts, very_long_hair, bangs, earrings, medium_breasts, red_eyes, ear_piercing, multiple_earrings, glasses, brown_eyes, large_breasts, braid`, 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 | 821.25 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yu_mei_ren_fgo/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 416.15 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yu_mei_ren_fgo/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1240 | 892.26 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yu_mei_ren_fgo/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 701.32 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yu_mei_ren_fgo/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1240 | 1.31 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/yu_mei_ren_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/yu_mei_ren_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, bare_shoulders, black_dress, black_gloves, center_opening, choker, collarbone, elbow_gloves, jewelry, looking_at_viewer, piercing, revealing_clothes, ribbon-trimmed_dress, solo, strapless_dress, closed_mouth, navel, cleavage, simple_background                                       |
|   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, black_dress, center_opening, choker, collarbone, jewelry, looking_at_viewer, piercing, revealing_clothes, solo, strapless_dress, fur-trimmed_jacket, bare_shoulders, navel, parted_lips, fire, simple_background, white_background, black_hair, blush                                     |
|   2 |         7 | ![](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, black_dress, black_jacket, center_opening, choker, collarbone, fur-trimmed_jacket, looking_at_viewer, revealing_clothes, solo, closed_mouth, jewelry, long_sleeves, navel, piercing, strapless_dress, cleavage, red_background, ribbon-trimmed_dress, simple_background                   |
|   3 |        38 | ![](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, jewelry, solo, black_dress, looking_at_viewer, single_braid, black_gloves, piercing, black-framed_eyewear, elbow_gloves, ribbed_dress, ribbon-trimmed_dress, center_opening, long_sleeves, blush, braided_ponytail, closed_mouth, sidelocks, pinstripe_pattern, blue_dress, layered_dress |
|   4 |        19 | ![](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) | jewelry, 1girl, bare_shoulders, braided_ponytail, brown_pantyhose, china_dress, looking_at_viewer, single_braid, solo, blush, blue_dress, looking_back, pelvic_curtain, thighs, smile, tassel, sideboob, underwear                                                                               |
|   5 |        10 | ![](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, jewelry, looking_at_viewer, blush, solo, choker, navel, o-ring, piercing, single_braid, collarbone, day, outdoors, sling_bikini_top, cleavage, detached_sleeves, hair_scrunchie, ocean, blue_sky, hairclip, revealing_clothes, water, open_mouth, smile, thighs           |
|   6 |         6 | ![](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) | 1boy, 1girl, blush, hetero, jewelry, navel, nipples, open_mouth, pussy, spread_legs, thighs, choker, collarbone, mosaic_censoring, nude, penis, sweat, arm_strap, pillow, sex, vaginal, black_gloves, elbow_gloves, on_back                                                                      |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bare_shoulders   | black_dress   | black_gloves   | center_opening   | choker   | collarbone   | elbow_gloves   | jewelry   | looking_at_viewer   | piercing   | revealing_clothes   | ribbon-trimmed_dress   | solo   | strapless_dress   | closed_mouth   | navel   | cleavage   | simple_background   | fur-trimmed_jacket   | parted_lips   | fire   | white_background   | black_hair   | blush   | black_jacket   | long_sleeves   | red_background   | single_braid   | black-framed_eyewear   | ribbed_dress   | braided_ponytail   | sidelocks   | pinstripe_pattern   | blue_dress   | layered_dress   | brown_pantyhose   | china_dress   | looking_back   | pelvic_curtain   | thighs   | smile   | tassel   | sideboob   | underwear   | o-ring   | day   | outdoors   | sling_bikini_top   | detached_sleeves   | hair_scrunchie   | ocean   | blue_sky   | hairclip   | water   | open_mouth   | 1boy   | hetero   | nipples   | pussy   | spread_legs   | mosaic_censoring   | nude   | penis   | sweat   | arm_strap   | pillow   | sex   | vaginal   | on_back   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:--------------|:---------------|:-----------------|:---------|:-------------|:---------------|:----------|:--------------------|:-----------|:--------------------|:-----------------------|:-------|:------------------|:---------------|:--------|:-----------|:--------------------|:---------------------|:--------------|:-------|:-------------------|:-------------|:--------|:---------------|:---------------|:-----------------|:---------------|:-----------------------|:---------------|:-------------------|:------------|:--------------------|:-------------|:----------------|:------------------|:--------------|:---------------|:-----------------|:---------|:--------|:---------|:-----------|:------------|:---------|:------|:-----------|:-------------------|:-------------------|:-----------------|:--------|:-----------|:-----------|:--------|:-------------|:-------|:---------|:----------|:--------|:--------------|:-------------------|:-------|:--------|:--------|:------------|:---------|:------|:----------|:----------|
|   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       | 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            | X       |                |                |                  |                |                        |                |                    |             |                     |              |                 |                   |               |                |                  |          |         |          |            |             |          |       |            |                    |                    |                  |         |            |            |         |              |        |          |           |         |               |                    |        |         |         |             |          |       |           |           |
|   2 |         7 | ![](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              | X              | X                |                |                        |                |                    |             |                     |              |                 |                   |               |                |                  |          |         |          |            |             |          |       |            |                    |                    |                  |         |            |            |         |              |        |          |           |         |               |                    |        |         |         |             |          |       |           |           |
|   3 |        38 | ![](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               |                   |               |                |                  |          |         |          |            |             |          |       |            |                    |                    |                  |         |            |            |         |              |        |          |           |         |               |                    |        |         |         |             |          |       |           |           |
|   4 |        19 | ![](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           |          |       |            |                    |                    |                  |         |            |            |         |              |        |          |           |         |               |                    |        |         |         |             |          |       |           |           |
|   5 |        10 | ![](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          | X          | X       | X            |        |          |           |         |               |                    |        |         |         |             |          |       |           |           |
|   6 |         6 | ![](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         |


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 yu\_mei\_ren/虞美人/虞美人 (Fate/Grand Order)
==================================================


This is the dataset of yu\_mei\_ren/虞美人/虞美人 (Fate/Grand Order), containing 500 images and their tags.


The core tags of this character are 'long\_hair, brown\_hair, breasts, very\_long\_hair, bangs, earrings, medium\_breasts, red\_eyes, ear\_piercing, multiple\_earrings, glasses, brown\_eyes, large\_breasts, braid', 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