
# Dataset of barbara/バーバラ/芭芭拉 (Genshin Impact)

This is the dataset of barbara/バーバラ/芭芭拉 (Genshin Impact), containing 500 images and their tags.

The core tags of this character are `twintails, blue_eyes, blonde_hair, bangs, long_hair, drill_hair, hat, twin_drills, bow, white_headwear, 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 | 1.08 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/barbara_genshin/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 497.43 MiB | [Download](https://huggingface.co/datasets/CyberHarem/barbara_genshin/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1410 | 1.16 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/barbara_genshin/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 913.00 MiB | [Download](https://huggingface.co/datasets/CyberHarem/barbara_genshin/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1410 | 1.86 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/barbara_genshin/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/barbara_genshin',
    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 |        17 | ![](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, blue_sky, detached_sleeves, long_sleeves, looking_at_viewer, official_alternate_costume, open_mouth, solo, water, blue_one-piece_swimsuit, choker, day, hair_flower, outdoors, blush, cloud, sailor_hat, :d, bare_shoulders, yellow_bow, covered_navel, thigh_strap, bowtie, duck, ocean, upper_teeth_only, white_flower, blue_sailor_collar, hand_up, wading |
|   1 |         7 | ![](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, blush, long_sleeves, looking_at_viewer, solo, white_dress, white_pantyhose, book, detached_sleeves, open_mouth, :d, musical_note                                                                                                                                                                                                              |
|   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, blush, cross, long_sleeves, looking_at_viewer, open_mouth, simple_background, smile, solo, white_background, white_dress, ;d, detached_sleeves, one_eye_closed, white_pantyhose, book, detached_collar, vision_(genshin_impact)                                                                                                               |
|   3 |         5 | ![](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, detached_sleeves, long_sleeves, looking_at_viewer, solo, white_dress, closed_mouth, detached_collar, simple_background, upper_body, white_background, cleavage, cross, medium_breasts, smile, hair_ornament                                                                                                                            |
|   4 |         7 | ![](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, cleavage, detached_collar, looking_at_viewer, playboy_bunny, simple_background, solo, white_background, blush, fake_animal_ears, rabbit_ears, sitting, strapless_leotard, wrist_cuffs, covered_navel, white_pantyhose, blue_leotard, bowtie, hair_ornament, medium_breasts, small_breasts, white_leotard                                      |
|   5 |         6 | ![](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, blush, cleavage, looking_at_viewer, navel, solo, stomach, bare_shoulders, sitting, thighs, collarbone, large_breasts, parted_lips, white_bra, medium_breasts, white_panties                                                                                                                                                                                   |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | blue_sky   | detached_sleeves   | long_sleeves   | looking_at_viewer   | official_alternate_costume   | open_mouth   | solo   | water   | blue_one-piece_swimsuit   | choker   | day   | hair_flower   | outdoors   | blush   | cloud   | sailor_hat   | :d   | bare_shoulders   | yellow_bow   | covered_navel   | thigh_strap   | bowtie   | duck   | ocean   | upper_teeth_only   | white_flower   | blue_sailor_collar   | hand_up   | wading   | white_dress   | white_pantyhose   | book   | musical_note   | cross   | simple_background   | smile   | white_background   | ;d   | one_eye_closed   | detached_collar   | vision_(genshin_impact)   | closed_mouth   | upper_body   | cleavage   | medium_breasts   | hair_ornament   | playboy_bunny   | fake_animal_ears   | rabbit_ears   | sitting   | strapless_leotard   | wrist_cuffs   | blue_leotard   | small_breasts   | white_leotard   | navel   | stomach   | thighs   | collarbone   | large_breasts   | parted_lips   | white_bra   | white_panties   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------|:-------------------|:---------------|:--------------------|:-----------------------------|:-------------|:-------|:--------|:--------------------------|:---------|:------|:--------------|:-----------|:--------|:--------|:-------------|:-----|:-----------------|:-------------|:----------------|:--------------|:---------|:-------|:--------|:-------------------|:---------------|:---------------------|:----------|:---------|:--------------|:------------------|:-------|:---------------|:--------|:--------------------|:--------|:-------------------|:-----|:-----------------|:------------------|:--------------------------|:---------------|:-------------|:-----------|:-----------------|:----------------|:----------------|:-------------------|:--------------|:----------|:--------------------|:--------------|:---------------|:----------------|:----------------|:--------|:----------|:---------|:-------------|:----------------|:--------------|:------------|:----------------|
|   0 |        17 | ![](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                  | X              | X                    | X         | X        |               |                   |        |                |         |                     |         |                    |      |                  |                   |                           |                |              |            |                  |                 |                 |                    |               |           |                     |               |                |                 |                 |         |           |          |              |                 |               |             |                 |
|   1 |         7 | ![](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              |         |                     |         |                    |      |                  |                   |                           |                |              |            |                  |                 |                 |                    |               |           |                     |               |                |                 |                 |         |           |          |              |                 |               |             |                 |
|   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 |         5 | ![](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               |                 |                    |               |           |                     |               |                |                 |                 |         |           |          |              |                 |               |             |                 |
|   4 |         7 | ![](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                   | X             | X              | X               | X               |         |           |          |              |                 |               |             |                 |
|   5 |         6 | ![](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               |


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 barbara/バーバラ/芭芭拉 (Genshin Impact)
============================================


This is the dataset of barbara/バーバラ/芭芭拉 (Genshin Impact), containing 500 images and their tags.


The core tags of this character are 'twintails, blue\_eyes, blonde\_hair, bangs, long\_hair, drill\_hair, hat, twin\_drills, bow, white\_headwear, 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
passage: 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