
# Dataset of ningguang/凝光/凝光 (Genshin Impact)

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

The core tags of this character are `hair_ornament, long_hair, bangs, white_hair, red_eyes, breasts, parted_bangs, tassel, sidelocks, very_long_hair, 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 | 1.04 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/ningguang_genshin/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 485.20 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ningguang_genshin/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1307 | 1.04 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/ningguang_genshin/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 873.49 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ningguang_genshin/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1307 | 1.62 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/ningguang_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/ningguang_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 |        22 | ![](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, black_gloves, elbow_gloves, holding_smoking_pipe, looking_at_viewer, solo, china_dress, smile, claw_ring, hairpin, bare_shoulders, detached_sleeves, kiseru, fur_collar, white_dress, hair_stick                                                                                  |
|   1 |         5 | ![](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, china_dress, detached_sleeves, elbow_gloves, hairpin, holding_smoking_pipe, looking_at_viewer, sitting, smile, solo, white_dress, claw_ring, crossed_legs, hair_stick, kiseru, thighs, black_footwear, high_heels                                   |
|   2 |        17 | ![](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, elbow_gloves, hairpin, looking_at_viewer, solo, china_dress, simple_background, white_background, bare_shoulders, claw_ring, fur_collar, smile, hair_stick, white_dress, closed_mouth, medium_breasts, detached_sleeves, thighs                                     |
|   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, black_gloves, elbow_gloves, fur_collar, hair_stick, hairpin, looking_at_viewer, smile, solo, china_dress, claw_ring, bare_shoulders, upper_body, fur_trim, closed_mouth, detached_sleeves, gem                                                                                    |
|   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, blue_dress, holding_smoking_pipe, looking_at_viewer, official_alternate_costume, smile, solo, cleavage, closed_mouth, tassel_hair_ornament, thighs, vision_(genshin_impact), bracelet, blue_collar, fireworks, kiseru, night                                      |
|   5 |        17 | ![](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, blue_dress, looking_at_viewer, official_alternate_costume, solo, cleavage, smile, tassel_hair_ornament, closed_mouth, simple_background, upper_body, white_background, fur_trim, bracelet, detached_sleeves, blue_collar, medium_breasts, vision_(genshin_impact) |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_gloves   | elbow_gloves   | holding_smoking_pipe   | looking_at_viewer   | solo   | china_dress   | smile   | claw_ring   | hairpin   | bare_shoulders   | detached_sleeves   | kiseru   | fur_collar   | white_dress   | hair_stick   | sitting   | crossed_legs   | thighs   | black_footwear   | high_heels   | simple_background   | white_background   | closed_mouth   | medium_breasts   | upper_body   | fur_trim   | gem   | blue_dress   | official_alternate_costume   | cleavage   | tassel_hair_ornament   | vision_(genshin_impact)   | bracelet   | blue_collar   | fireworks   | night   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:---------------|:-----------------------|:--------------------|:-------|:--------------|:--------|:------------|:----------|:-----------------|:-------------------|:---------|:-------------|:--------------|:-------------|:----------|:---------------|:---------|:-----------------|:-------------|:--------------------|:-------------------|:---------------|:-----------------|:-------------|:-----------|:------|:-------------|:-----------------------------|:-----------|:-----------------------|:--------------------------|:-----------|:--------------|:------------|:--------|
|   0 |        22 | ![](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 |         5 | ![](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 |        17 | ![](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 |         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            | 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       |
|   5 |        17 | ![](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             |             |         |


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 ningguang/凝光/凝光 (Genshin Impact)
===========================================


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


The core tags of this character are 'hair\_ornament, long\_hair, bangs, white\_hair, red\_eyes, breasts, parted\_bangs, tassel, sidelocks, very\_long\_hair, 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