
# Dataset of hu_tao/胡桃/胡桃 (Genshin Impact)

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

The core tags of this character are `long_hair, red_eyes, brown_hair, symbol-shaped_pupils, twintails, bangs, very_long_hair, flower-shaped_pupils, hair_between_eyes, hat, breasts, black_headwear`, 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 | 1.32 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/hu_tao_genshin/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 552.81 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hu_tao_genshin/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1404 | 1.27 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/hu_tao_genshin/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 1.05 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/hu_tao_genshin/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1404 | 2.17 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/hu_tao_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/hu_tao_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 |        13 | ![](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_shorts, hat_flower, long_sleeves, ring, solo, ghost, looking_at_viewer, black_nails, nail_polish, chinese_clothes, thighs, cowboy_shot, grin, short_shorts, plum_blossoms, blush, bead_bracelet, shirt                                                                                                                                                                        |
|   1 |         8 | ![](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_nails, long_sleeves, looking_at_viewer, nail_polish, ring, solo, butterfly, chinese_clothes, ghost, hat_flower, plum_blossoms, grin, black_shorts, blush, sitting                                                                                                                                                                                                             |
|   2 |        11 | ![](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, hair_flower, looking_at_viewer, pleated_skirt, solo, blush, long_sleeves, smile, alternate_costume, black_skirt, ghost, ahoge, sidelocks, thighs, white_shirt, zettai_ryouiki, black_nails, black_serafuku, cowboy_shot, nail_polish, red_flower, red_neckerchief, black_sailor_collar, hair_ribbon, multiple_rings, one_eye_closed, plum_blossoms, white_thighhighs                |
|   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, black_leotard, blush, fake_animal_ears, looking_at_viewer, playboy_bunny, rabbit_ears, bare_shoulders, ghost, smile, solo, rabbit_tail, sitting, wrist_cuffs, alternate_costume, black_footwear, black_nails, black_pantyhose, detached_collar, fake_tail, full_body, hair_flower, medium_breasts, nail_polish, red_bowtie, small_breasts, thighs                                   |
|   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, black_pantyhose, looking_at_viewer, official_alternate_costume, solo, sunglasses, blue_jacket, blue_skirt, ghost, pleated_skirt, arm_up, black_nails, blue_hairband, eyewear_hang, grin, nail_polish, open_jacket, bare_shoulders, can, holding_eyewear, off-shoulder_shirt, puffy_long_sleeves, sidelocks, sneakers, standing, teeth, tinted_eyewear, two-tone_jacket, white_shirt |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_shorts   | hat_flower   | long_sleeves   | ring   | solo   | ghost   | looking_at_viewer   | black_nails   | nail_polish   | chinese_clothes   | thighs   | cowboy_shot   | grin   | short_shorts   | plum_blossoms   | blush   | bead_bracelet   | shirt   | butterfly   | sitting   | hair_flower   | pleated_skirt   | smile   | alternate_costume   | black_skirt   | ahoge   | sidelocks   | white_shirt   | zettai_ryouiki   | black_serafuku   | red_flower   | red_neckerchief   | black_sailor_collar   | hair_ribbon   | multiple_rings   | one_eye_closed   | white_thighhighs   | black_leotard   | fake_animal_ears   | playboy_bunny   | rabbit_ears   | bare_shoulders   | rabbit_tail   | wrist_cuffs   | black_footwear   | black_pantyhose   | detached_collar   | fake_tail   | full_body   | medium_breasts   | red_bowtie   | small_breasts   | official_alternate_costume   | sunglasses   | blue_jacket   | blue_skirt   | arm_up   | blue_hairband   | eyewear_hang   | open_jacket   | can   | holding_eyewear   | off-shoulder_shirt   | puffy_long_sleeves   | sneakers   | standing   | teeth   | tinted_eyewear   | two-tone_jacket   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:-------------|:---------------|:-------|:-------|:--------|:--------------------|:--------------|:--------------|:------------------|:---------|:--------------|:-------|:---------------|:----------------|:--------|:----------------|:--------|:------------|:----------|:--------------|:----------------|:--------|:--------------------|:--------------|:--------|:------------|:--------------|:-----------------|:-----------------|:-------------|:------------------|:----------------------|:--------------|:-----------------|:-----------------|:-------------------|:----------------|:-------------------|:----------------|:--------------|:-----------------|:--------------|:--------------|:-----------------|:------------------|:------------------|:------------|:------------|:-----------------|:-------------|:----------------|:-----------------------------|:-------------|:--------------|:-------------|:---------|:----------------|:---------------|:--------------|:------|:------------------|:---------------------|:---------------------|:-----------|:-----------|:--------|:-----------------|:------------------|
|   0 |        13 | ![](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       |             |           |               |                 |         |                     |               |         |             |               |                  |                  |              |                   |                       |               |                  |                  |                    |                 |                    |                 |               |                  |               |               |                  |                   |                   |             |             |                  |              |                 |                              |              |               |              |          |                 |                |               |       |                   |                      |                      |            |            |         |                  |                   |
|   1 |         8 | ![](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         |               |                 |         |                     |               |         |             |               |                  |                  |              |                   |                       |               |                  |                  |                    |                 |                    |                 |               |                  |               |               |                  |                   |                   |             |             |                  |              |                 |                              |              |               |              |          |                 |                |               |       |                   |                      |                      |            |            |         |                  |                   |
|   2 |        11 | ![](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                     | 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           | 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              | 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 hu\_tao/胡桃/胡桃 (Genshin Impact)
=========================================


This is the dataset of hu\_tao/胡桃/胡桃 (Genshin Impact), containing 500 images and their tags.


The core tags of this character are 'long\_hair, red\_eyes, brown\_hair, symbol-shaped\_pupils, twintails, bangs, very\_long\_hair, flower-shaped\_pupils, hair\_between\_eyes, hat, breasts, black\_headwear', 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