
# Dataset of beidou/北斗/北斗 (Genshin Impact)

This is the dataset of beidou/北斗/北斗 (Genshin Impact), containing 500 images and their tags.

The core tags of this character are `long_hair, eyepatch, breasts, red_eyes, hair_ornament, brown_hair, hair_over_one_eye, large_breasts, bangs, earrings`, 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 | 934.33 MiB | [Download](https://huggingface.co/datasets/CyberHarem/beidou_genshin/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 447.24 MiB | [Download](https://huggingface.co/datasets/CyberHarem/beidou_genshin/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1305 | 988.64 MiB | [Download](https://huggingface.co/datasets/CyberHarem/beidou_genshin/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 788.76 MiB | [Download](https://huggingface.co/datasets/CyberHarem/beidou_genshin/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1305 | 1.49 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/beidou_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/beidou_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 |         7 | ![](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, chinese_clothes, fur_trim, hair_stick, hairpin, jewelry, looking_at_viewer, one_eye_covered, solo, smile, upper_body, cleavage, black_gloves, closed_mouth, fingerless_gloves, dress                                                                                                                      |
|   1 |        14 | ![](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_gloves, cleavage, hair_stick, hairpin, one_eye_covered, smile, solo, dress, fingerless_gloves, fur_trim, looking_at_viewer, pelvic_curtain, red_capelet, black_thighhighs, simple_background, white_background, chinese_clothes, jewelry, thigh_boots, thighs, hand_on_hip, vision_(genshin_impact) |
|   2 |         5 | ![](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_gloves, chinese_clothes, cleavage, electricity, fingerless_gloves, fur_trim, hair_stick, hairpin, holding_sword, one_eye_covered, solo, thighhighs, dress, jewelry, looking_at_viewer, black_hair, greatsword, lightning, red_capelet, smile, thigh_boots, open_mouth, pelvic_curtain               |
|   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) | 1boy, 1girl, blush, hetero, navel, nipples, open_mouth, sex, solo_focus, spread_legs, vaginal, collarbone, completely_nude, one_eye_covered, penis, thighs, cum_in_pussy, sweat, hairpin, missionary, mosaic_censoring, on_back, smile                                                                           |
|   4 |        12 | ![](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, collarbone, navel, bare_shoulders, looking_at_viewer, smile, solo, thighs, blush, outdoors, blue_sky, ocean, hairpin, red_bikini, wet                                                                                                                                                           |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | chinese_clothes   | fur_trim   | hair_stick   | hairpin   | jewelry   | looking_at_viewer   | one_eye_covered   | solo   | smile   | upper_body   | cleavage   | black_gloves   | closed_mouth   | fingerless_gloves   | dress   | pelvic_curtain   | red_capelet   | black_thighhighs   | simple_background   | white_background   | thigh_boots   | thighs   | hand_on_hip   | vision_(genshin_impact)   | electricity   | holding_sword   | thighhighs   | black_hair   | greatsword   | lightning   | open_mouth   | 1boy   | blush   | hetero   | navel   | nipples   | sex   | solo_focus   | spread_legs   | vaginal   | collarbone   | completely_nude   | penis   | cum_in_pussy   | sweat   | missionary   | mosaic_censoring   | on_back   | bare_shoulders   | outdoors   | blue_sky   | ocean   | red_bikini   | wet   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:------------------|:-----------|:-------------|:----------|:----------|:--------------------|:------------------|:-------|:--------|:-------------|:-----------|:---------------|:---------------|:--------------------|:--------|:-----------------|:--------------|:-------------------|:--------------------|:-------------------|:--------------|:---------|:--------------|:--------------------------|:--------------|:----------------|:-------------|:-------------|:-------------|:------------|:-------------|:-------|:--------|:---------|:--------|:----------|:------|:-------------|:--------------|:----------|:-------------|:------------------|:--------|:---------------|:--------|:-------------|:-------------------|:----------|:-----------------|:-----------|:-----------|:--------|:-------------|:------|
|   0 |         7 | ![](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       |                  |               |                    |                     |                    |               |          |               |                           |               |                 |              |              |              |             |              |        |         |          |         |           |       |              |               |           |              |                   |         |                |         |              |                    |           |                  |            |            |         |              |       |
|   1 |        14 | ![](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        | X             | X                         |               |                 |              |              |              |             |              |        |         |          |         |           |       |              |               |           |              |                   |         |                |         |              |                    |           |                  |            |            |         |              |       |
|   2 |         5 | ![](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            | 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       | X              | X       | X            | X                  | X         |                  |            |            |         |              |       |
|   4 |        12 | ![](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     |


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 beidou/北斗/北斗 (Genshin Impact)
========================================


This is the dataset of beidou/北斗/北斗 (Genshin Impact), containing 500 images and their tags.


The core tags of this character are 'long\_hair, eyepatch, breasts, red\_eyes, hair\_ornament, brown\_hair, hair\_over\_one\_eye, large\_breasts, bangs, earrings', 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