
# Dataset of bronya/ブローニャ/布洛妮娅/브로냐 (Honkai: Star Rail)

This is the dataset of bronya/ブローニャ/布洛妮娅/브로냐 (Honkai: Star Rail), containing 500 images and their tags.

The core tags of this character are `grey_hair, bangs, grey_eyes, long_hair, hair_between_eyes, drill_hair, breasts, twin_drills, 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              |      500 | 945.55 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/bronya_starrail/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 444.74 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/bronya_starrail/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1347 | 1019.47 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bronya_starrail/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 796.15 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/bronya_starrail/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1347 | 1.52 GiB    | [Download](https://huggingface.co/datasets/CyberHarem/bronya_starrail/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/bronya_starrail',
    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 |        28 | ![](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, sleeveless_dress, solo, white_dress, cleavage, closed_mouth, looking_at_viewer, black_gloves, earrings, single_glove, single_sleeve, white_thighhighs, white_sleeves, hair_ornament, single_thighhigh, holding_gun                                                                         |
|   1 |        24 | ![](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_gloves, solo, elbow_gloves, hair_ornament, small_breasts, looking_at_viewer, earrings, crossed_bangs, white_thighhighs, closed_mouth, center_opening, layered_dress, navel, butterfly, very_long_hair                                                                                |
|   2 |        29 | ![](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, solo, looking_at_viewer, black_jacket, office_lady, black_skirt, id_card, long_sleeves, closed_mouth, ponytail, shirt, cleavage, black_gloves, sweater, brown_pantyhose, smile, holding, lanyard, simple_background, white_background, black_pantyhose, collarbone                                         |
|   3 |         8 | ![](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, brown_jacket, solo, closed_mouth, long_sleeves, bowtie, hair_bow, looking_at_viewer, white_background, brown_shorts, simple_background, white_gloves, earrings, black_shorts, polka_dot                                                                                                                    |
|   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, bare_shoulders, holding_polearm, looking_at_viewer, small_breasts, solo, armor, spear, dress, gloves, halo, pink_pupils, ponytail, stomach_cutout, blue_hair, cleavage, gauntlets, robot, two-tone_hair                                                                                                    |
|   5 |         9 | ![](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, hetero, penis, sex, solo_focus, vaginal, 1boy, blush, nipples, navel, cowgirl_position, mosaic_censoring, black_gloves, dress, elbow_gloves, hair_ornament, looking_at_viewer, open_mouth, bare_shoulders, clothed_female_nude_male, cum_in_pussy, earrings, girl_on_top, medium_breasts, white_thighhighs |
|   6 |         9 | ![](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, animal_hood, looking_at_viewer, solo, rabbit_ears, bare_shoulders, black_jacket, shorts, black_gloves, drone, shoes, smile, fake_animal_ears, holding, knee_pads, long_sleeves, midriff                                                                                                                    |
|   7 |        10 | ![](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, bondage, gagged, restrained, solo, ball_gag, looking_at_viewer, small_breasts, blush, shibari, anal_object_insertion, bound_arms, red_rope, vaginal_object_insertion, vibrator, arms_behind_back, bare_shoulders, saliva, white_thighhighs                                                                 |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bare_shoulders   | sleeveless_dress   | solo   | white_dress   | cleavage   | closed_mouth   | looking_at_viewer   | black_gloves   | earrings   | single_glove   | single_sleeve   | white_thighhighs   | white_sleeves   | hair_ornament   | single_thighhigh   | holding_gun   | elbow_gloves   | small_breasts   | crossed_bangs   | center_opening   | layered_dress   | navel   | butterfly   | very_long_hair   | black_jacket   | office_lady   | black_skirt   | id_card   | long_sleeves   | ponytail   | shirt   | sweater   | brown_pantyhose   | smile   | holding   | lanyard   | simple_background   | white_background   | black_pantyhose   | collarbone   | brown_jacket   | bowtie   | hair_bow   | brown_shorts   | white_gloves   | black_shorts   | polka_dot   | holding_polearm   | armor   | spear   | dress   | gloves   | halo   | pink_pupils   | stomach_cutout   | blue_hair   | gauntlets   | robot   | two-tone_hair   | hetero   | penis   | sex   | solo_focus   | vaginal   | 1boy   | blush   | nipples   | cowgirl_position   | mosaic_censoring   | open_mouth   | clothed_female_nude_male   | cum_in_pussy   | girl_on_top   | medium_breasts   | animal_hood   | rabbit_ears   | shorts   | drone   | shoes   | fake_animal_ears   | knee_pads   | midriff   | bondage   | gagged   | restrained   | ball_gag   | shibari   | anal_object_insertion   | bound_arms   | red_rope   | vaginal_object_insertion   | vibrator   | arms_behind_back   | saliva   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:-------------------|:-------|:--------------|:-----------|:---------------|:--------------------|:---------------|:-----------|:---------------|:----------------|:-------------------|:----------------|:----------------|:-------------------|:--------------|:---------------|:----------------|:----------------|:-----------------|:----------------|:--------|:------------|:-----------------|:---------------|:--------------|:--------------|:----------|:---------------|:-----------|:--------|:----------|:------------------|:--------|:----------|:----------|:--------------------|:-------------------|:------------------|:-------------|:---------------|:---------|:-----------|:---------------|:---------------|:---------------|:------------|:------------------|:--------|:--------|:--------|:---------|:-------|:--------------|:-----------------|:------------|:------------|:--------|:----------------|:---------|:--------|:------|:-------------|:----------|:-------|:--------|:----------|:-------------------|:-------------------|:-------------|:---------------------------|:---------------|:--------------|:-----------------|:--------------|:--------------|:---------|:--------|:--------|:-------------------|:------------|:----------|:----------|:---------|:-------------|:-----------|:----------|:------------------------|:-------------|:-----------|:---------------------------|:-----------|:-------------------|:---------|
|   0 |        28 | ![](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             |                |                 |                 |                  |                 |         |             |                  |                |               |               |           |                |            |         |           |                   |         |           |           |                     |                    |                   |              |                |          |            |                |                |                |             |                   |         |         |         |          |        |               |                  |             |             |         |                 |          |         |       |              |           |        |         |           |                    |                    |              |                            |                |               |                  |               |               |          |         |         |                    |             |           |           |          |              |            |           |                         |              |            |                            |            |                    |          |
|   1 |        24 | ![](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                |                |               |               |           |                |            |         |           |                   |         |           |           |                     |                    |                   |              |                |          |            |                |                |                |             |                   |         |         |         |          |        |               |                  |             |             |         |                 |          |         |       |              |           |        |         |           |                    |                    |              |                            |                |               |                  |               |               |          |         |         |                    |             |           |           |          |              |            |           |                         |              |            |                            |            |                    |          |
|   2 |        29 | ![](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                  | X                 | X            |                |          |            |                |                |                |             |                   |         |         |         |          |        |               |                  |             |             |         |                 |          |         |       |              |           |        |         |           |                    |                    |              |                            |                |               |                  |               |               |          |         |         |                    |             |           |           |          |              |            |           |                         |              |            |                            |            |                    |          |
|   3 |         8 | ![](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               |          |         |       |              |           |        |         |           |                    |                    |              |                            |                |               |                  |               |               |          |         |         |                    |             |           |           |          |              |            |           |                         |              |            |                            |            |                    |          |
|   5 |         9 | ![](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                |               |               |          |         |         |                    |             |           |           |          |              |            |           |                         |              |            |                            |            |                    |          |
|   6 |         9 | ![](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         |           |          |              |            |           |                         |              |            |                            |            |                    |          |
|   7 |        10 | ![](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       |           |                    |                    |              |                            |                |               |                  |               |               |          |         |         |                    |             |           | 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 bronya/ブローニャ/布洛妮娅/브로냐 (Honkai: Star Rail)
====================================================


This is the dataset of bronya/ブローニャ/布洛妮娅/브로냐 (Honkai: Star Rail), containing 500 images and their tags.


The core tags of this character are 'grey\_hair, bangs, grey\_eyes, long\_hair, hair\_between\_eyes, drill\_hair, breasts, twin\_drills, 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