
# Dataset of brynhild/ブリュンヒルデ/布伦希尔德 (Fate/Grand Order)

This is the dataset of brynhild/ブリュンヒルデ/布伦希尔德 (Fate/Grand Order), containing 331 images and their tags.

The core tags of this character are `long_hair, purple_eyes, very_long_hair, breasts, bangs`, 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              |      331 | 440.11 MiB | [Download](https://huggingface.co/datasets/CyberHarem/brynhild_fgo/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      331 | 266.09 MiB | [Download](https://huggingface.co/datasets/CyberHarem/brynhild_fgo/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      736 | 517.65 MiB | [Download](https://huggingface.co/datasets/CyberHarem/brynhild_fgo/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      331 | 394.66 MiB | [Download](https://huggingface.co/datasets/CyberHarem/brynhild_fgo/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      736 | 700.58 MiB | [Download](https://huggingface.co/datasets/CyberHarem/brynhild_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/brynhild_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 |        12 | ![](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, armor, gauntlets, looking_at_viewer, solo, spear, holding_weapon, skirt, thighhighs                                                                                                                                                                                                                                                                                |
|   1 |        10 | ![](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, cheerleader, midriff, navel, pom_pom_(cheerleading), solo, looking_at_viewer, visor_cap, heart, large_breasts, miniskirt, pleated_skirt, underboob, black_skirt, blush, crop_top, smile, open_mouth, bare_shoulders, blue_hair, sneakers                                                                                                                           |
|   2 |         6 | ![](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, looking_at_viewer, solo, upper_body, blush, sailor_collar, simple_background, white_background                                                                                                                                                                                                                                                                     |
|   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, black_gloves, see-through, solo, blush, dress, earrings, single_braid, smile, alternate_costume, looking_at_viewer, bracelet, handbag, blue_eyes                                                                                                                                                                                                                   |
|   4 |        33 | ![](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, solo, blue_hair, looking_at_viewer, white_bikini, side_ponytail, blush, cleavage, collarbone, glasses, navel, smile, large_breasts, blue_rose, thighs, hair_ornament, purple_scrunchie, sky                                                                                                                                                        |
|   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) | 1boy, 1girl, blush, hetero, nipples, penis, sex, solo_focus, vaginal, bar_censor, large_breasts, looking_at_viewer, navel, spread_legs, blue_hair, breasts_apart, cowgirl_position, girl_on_top, cheerleader, completely_nude, cum_in_pussy, hair_over_one_eye, heart, missionary, on_back, open_mouth, pom_pom_(cheerleading), pov, shirt_lift, skirt, sweat, white_hair |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | armor   | gauntlets   | looking_at_viewer   | solo   | spear   | holding_weapon   | skirt   | thighhighs   | cheerleader   | midriff   | navel   | pom_pom_(cheerleading)   | visor_cap   | heart   | large_breasts   | miniskirt   | pleated_skirt   | underboob   | black_skirt   | blush   | crop_top   | smile   | open_mouth   | bare_shoulders   | blue_hair   | sneakers   | upper_body   | sailor_collar   | simple_background   | white_background   | black_gloves   | see-through   | dress   | earrings   | single_braid   | alternate_costume   | bracelet   | handbag   | blue_eyes   | white_bikini   | side_ponytail   | cleavage   | collarbone   | glasses   | blue_rose   | thighs   | hair_ornament   | purple_scrunchie   | sky   | 1boy   | hetero   | nipples   | penis   | sex   | solo_focus   | vaginal   | bar_censor   | spread_legs   | breasts_apart   | cowgirl_position   | girl_on_top   | completely_nude   | cum_in_pussy   | hair_over_one_eye   | missionary   | on_back   | pov   | shirt_lift   | sweat   | white_hair   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:------------|:--------------------|:-------|:--------|:-----------------|:--------|:-------------|:--------------|:----------|:--------|:-------------------------|:------------|:--------|:----------------|:------------|:----------------|:------------|:--------------|:--------|:-----------|:--------|:-------------|:-----------------|:------------|:-----------|:-------------|:----------------|:--------------------|:-------------------|:---------------|:--------------|:--------|:-----------|:---------------|:--------------------|:-----------|:----------|:------------|:---------------|:----------------|:-----------|:-------------|:----------|:------------|:---------|:----------------|:-------------------|:------|:-------|:---------|:----------|:--------|:------|:-------------|:----------|:-------------|:--------------|:----------------|:-------------------|:--------------|:------------------|:---------------|:--------------------|:-------------|:----------|:------|:-------------|:--------|:-------------|
|   0 |        12 | ![](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            |               |           |         |                          |             |         |                 |             |                 |             |               |         |            |         |              |                  |             |            |              |                 |                     |                    |                |               |         |            |                |                     |            |           |             |                |                 |            |              |           |             |          |                 |                    |       |        |          |           |         |       |              |           |              |               |                 |                    |               |                   |                |                     |              |           |       |              |         |              |
|   1 |        10 | ![](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           | X          |              |                 |                     |                    |                |               |         |            |                |                     |            |           |             |                |                 |            |              |           |             |          |                 |                    |       |        |          |           |         |       |              |           |              |               |                 |                    |               |                   |                |                     |              |           |       |              |         |              |
|   2 |         6 | ![](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                  |                |               |         |            |                |                     |            |           |             |                |                 |            |              |           |             |          |                 |                    |       |        |          |           |         |       |              |           |              |               |                 |                    |               |                   |                |                     |              |           |       |              |         |              |
|   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           |                |                 |            |              |           |             |          |                 |                    |       |        |          |           |         |       |              |           |              |               |                 |                    |               |                   |                |                     |              |           |       |              |         |              |
|   4 |        33 | ![](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     |        |          |           |         |       |              |           |              |               |                 |                    |               |                   |                |                     |              |           |       |              |         |              |
|   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                  | 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 brynhild/ブリュンヒルデ/布伦希尔德 (Fate/Grand Order)
====================================================


This is the dataset of brynhild/ブリュンヒルデ/布伦希尔德 (Fate/Grand Order), containing 331 images and their tags.


The core tags of this character are 'long\_hair, purple\_eyes, very\_long\_hair, breasts, bangs', 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