
# Dataset of bradamante/ブラダマンテ/布拉达曼特 (Fate/Grand Order)

This is the dataset of bradamante/ブラダマンテ/布拉达曼特 (Fate/Grand Order), containing 500 images and their tags.

The core tags of this character are `long_hair, blonde_hair, twintails, blue_eyes, very_long_hair, breasts, braid, bangs, large_breasts, hair_between_eyes, french_braid, crown_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 | 821.18 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bradamante_fgo/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 430.43 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bradamante_fgo/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1330 | 955.00 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bradamante_fgo/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 713.88 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bradamante_fgo/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1330 | 1.35 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/bradamante_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/bradamante_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 |        14 | ![](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, blush, elbow_gloves, 1boy, bare_shoulders, hetero, open_mouth, ass, pussy, looking_back, penis, thighs, vaginal, looking_at_viewer, sex_from_behind, sweat, thigh_strap, solo_focus, bikini_bottom_aside, bikini_bottom_only, mosaic_censoring, nipples, white_bikini, anus, cum, leotard_aside |
|   1 |        21 | ![](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, ass, bare_shoulders, elbow_gloves, looking_at_viewer, looking_back, solo, thighs, blush, blue_bikini, white_bikini, thigh_strap, faulds, closed_mouth, simple_background, smile, two-tone_bikini, white_background, scepter, weapon                                                             |
|   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, bare_shoulders, blue_leotard, blush, cleavage, covered_navel, elbow_gloves, faulds, highleg_leotard, looking_at_viewer, smile, solo, thigh_strap, thighs, two-tone_leotard, white_leotard, two-tone_gloves, white_gloves, open_mouth                                                            |
|   3 |         6 | ![](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, blush, cleavage, elbow_gloves, faulds, looking_at_viewer, solo, thighs, two-tone_bikini, white_bikini, navel, smile, white_gloves, closed_mouth, thigh_strap, collarbone, halterneck, highleg                                                                                   |
|   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, cleavage, looking_at_viewer, solo, epaulettes, medium_breasts, smile, upper_body, closed_mouth, simple_background, white_background                                                                                                                                                             |
|   5 |        16 | ![](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, blush, fake_animal_ears, looking_at_viewer, rabbit_ears, playboy_bunny, solo, fishnets, thighs, wrist_cuffs, rabbit_tail, ass, smile, black_leotard, black_thighhighs, bridal_gauntlets, open_mouth, looking_back, gloves, highleg_leotard, playing_card, poker_chip, sitting   |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | blush   | elbow_gloves   | 1boy   | bare_shoulders   | hetero   | open_mouth   | ass   | pussy   | looking_back   | penis   | thighs   | vaginal   | looking_at_viewer   | sex_from_behind   | sweat   | thigh_strap   | solo_focus   | bikini_bottom_aside   | bikini_bottom_only   | mosaic_censoring   | nipples   | white_bikini   | anus   | cum   | leotard_aside   | solo   | blue_bikini   | faulds   | closed_mouth   | simple_background   | smile   | two-tone_bikini   | white_background   | scepter   | weapon   | blue_leotard   | cleavage   | covered_navel   | highleg_leotard   | two-tone_leotard   | white_leotard   | two-tone_gloves   | white_gloves   | navel   | collarbone   | halterneck   | highleg   | epaulettes   | medium_breasts   | upper_body   | fake_animal_ears   | rabbit_ears   | playboy_bunny   | fishnets   | wrist_cuffs   | rabbit_tail   | black_leotard   | black_thighhighs   | bridal_gauntlets   | gloves   | playing_card   | poker_chip   | sitting   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:---------------|:-------|:-----------------|:---------|:-------------|:------|:--------|:---------------|:--------|:---------|:----------|:--------------------|:------------------|:--------|:--------------|:-------------|:----------------------|:---------------------|:-------------------|:----------|:---------------|:-------|:------|:----------------|:-------|:--------------|:---------|:---------------|:--------------------|:--------|:------------------|:-------------------|:----------|:---------|:---------------|:-----------|:----------------|:------------------|:-------------------|:----------------|:------------------|:---------------|:--------|:-------------|:-------------|:----------|:-------------|:-----------------|:-------------|:-------------------|:--------------|:----------------|:-----------|:--------------|:--------------|:----------------|:-------------------|:-------------------|:---------|:---------------|:-------------|:----------|
|   0 |        14 | ![](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                     | X                    | X                  | X         | X              | X      | X     | X               |        |               |          |                |                     |         |                   |                    |           |          |                |            |                 |                   |                    |                 |                   |                |         |              |              |           |              |                  |              |                    |               |                 |            |               |               |                 |                    |                    |          |                |              |           |
|   1 |        21 | ![](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              |         |              |              |           |              |                  |              |                    |               |                 |            |               |               |                 |                    |                    |          |                |              |           |
|   3 |         6 | ![](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         |              |                  |              |                    |               |                 |            |               |               |                 |                    |                    |          |                |              |           |
|   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            |                    |               |                 |            |               |               |                 |                    |                    |          |                |              |           |
|   5 |        16 | ![](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         |


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 bradamante/ブラダマンテ/布拉达曼特 (Fate/Grand Order)
=====================================================


This is the dataset of bradamante/ブラダマンテ/布拉达曼特 (Fate/Grand Order), containing 500 images and their tags.


The core tags of this character are 'long\_hair, blonde\_hair, twintails, blue\_eyes, very\_long\_hair, breasts, braid, bangs, large\_breasts, hair\_between\_eyes, french\_braid, crown\_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