
# Dataset of amber/アンバー/安柏 (Genshin Impact)

This is the dataset of amber/アンバー/安柏 (Genshin Impact), containing 500 images and their tags.

The core tags of this character are `brown_hair, long_hair, bangs, hair_between_eyes, ribbon, hair_ribbon, breasts, red_ribbon, brown_eyes, medium_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 | 947.26 MiB | [Download](https://huggingface.co/datasets/CyberHarem/amber_genshin/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 432.28 MiB | [Download](https://huggingface.co/datasets/CyberHarem/amber_genshin/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1333 | 995.74 MiB | [Download](https://huggingface.co/datasets/CyberHarem/amber_genshin/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 780.05 MiB | [Download](https://huggingface.co/datasets/CyberHarem/amber_genshin/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1333 | 1.56 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/amber_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/amber_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 |        15 | ![](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, brown_shorts, long_sleeves, short_shorts, solo, cleavage, looking_at_viewer, blush, simple_background, white_background, :d, open_mouth, shrug_(clothing), red_thighhighs, thighs, vision_(genshin_impact), pouch, red_gloves, cowboy_shot, crossed_bangs, goggles_around_neck, goggles_on_head, hand_on_hip, brown_gloves, very_long_hair          |
|   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, blue_sky, brown_shorts, cloud, day, goggles_on_head, long_sleeves, short_shorts, solo, :d, blush, looking_at_viewer, open_mouth, outdoors, shrug_(clothing), thigh_boots, thighs, cleavage, red_gloves, white_footwear, red_thighhighs, crossed_bangs, sitting, vision_(genshin_impact)                                                             |
|   2 |         6 | ![](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, belt, blue_sky, brown_shorts, cleavage, cloud, long_sleeves, open_mouth, outdoors, red_thighhighs, short_shorts, solo, thighs, :d, blush, cowboy_shot, day, goggles_on_head, looking_at_viewer, red_gloves, brown_gloves, pouch, shrug_(clothing), standing, very_long_hair, vision_(genshin_impact)                                                |
|   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_shorts, cleavage, full_body, long_sleeves, looking_at_viewer, short_shorts, shrug_(clothing), simple_background, solo, thigh_boots, white_footwear, crossed_bangs, vision_(genshin_impact), white_background, red_thighhighs, standing, blush, brown_gloves, goggles_on_head, red_gloves, very_long_hair, hand_on_hip, belt, grin, open_mouth |
|   4 |        19 | ![](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, fang, open_mouth, :d, solo, looking_at_viewer, long_sleeves, rabbit_ears, simple_background, blush_stickers, white_background, goggles, o_o, stuffed_animal, gloves, stuffed_bunny                                                                                                                                                                  |
|   5 |         7 | ![](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, cleavage, long_sleeves, looking_at_viewer, solo, upper_body, simple_background, goggles_around_neck, open_mouth, white_background, blush, hairband, :d, gloves, yellow_eyes                                                                                                                                                                         |
|   6 |        11 | ![](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) | looking_at_viewer, playboy_bunny, rabbit_ears, 1girl, cleavage, solo, bare_shoulders, detached_collar, red_leotard, wrist_cuffs, fake_animal_ears, simple_background, strapless_leotard, white_background, blush, bowtie, pantyhose, open_mouth, rabbit_tail, :d, cowboy_shot, crossed_bangs, large_breasts, thighs                                        |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | brown_shorts   | long_sleeves   | short_shorts   | solo   | cleavage   | looking_at_viewer   | blush   | simple_background   | white_background   | :d   | open_mouth   | shrug_(clothing)   | red_thighhighs   | thighs   | vision_(genshin_impact)   | pouch   | red_gloves   | cowboy_shot   | crossed_bangs   | goggles_around_neck   | goggles_on_head   | hand_on_hip   | brown_gloves   | very_long_hair   | blue_sky   | cloud   | day   | outdoors   | thigh_boots   | white_footwear   | sitting   | belt   | standing   | full_body   | grin   | fang   | rabbit_ears   | blush_stickers   | goggles   | o_o   | stuffed_animal   | gloves   | stuffed_bunny   | upper_body   | hairband   | yellow_eyes   | playboy_bunny   | bare_shoulders   | detached_collar   | red_leotard   | wrist_cuffs   | fake_animal_ears   | strapless_leotard   | bowtie   | pantyhose   | rabbit_tail   | large_breasts   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:---------------|:---------------|:-------|:-----------|:--------------------|:--------|:--------------------|:-------------------|:-----|:-------------|:-------------------|:-----------------|:---------|:--------------------------|:--------|:-------------|:--------------|:----------------|:----------------------|:------------------|:--------------|:---------------|:-----------------|:-----------|:--------|:------|:-----------|:--------------|:-----------------|:----------|:-------|:-----------|:------------|:-------|:-------|:--------------|:-----------------|:----------|:------|:-----------------|:---------|:----------------|:-------------|:-----------|:--------------|:----------------|:-----------------|:------------------|:--------------|:--------------|:-------------------|:--------------------|:---------|:------------|:--------------|:----------------|
|   0 |        15 | ![](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                |            |         |       |            |               |                  |           |        |            |             |        |        |               |                  |           |       |                  |          |                 |              |            |               |                 |                  |                   |               |               |                    |                     |          |             |               |                 |
|   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        | X                         |         | X            |               | X               |                       | X                 |               |                |                  | X          | X       | X     | X          | X             | X                | X         |        |            |             |        |        |               |                  |           |       |                  |          |                 |              |            |               |                 |                  |                   |               |               |                    |                     |          |             |               |                 |
|   2 |         6 | ![](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          |             |        |        |               |                  |           |       |                  |          |                 |              |            |               |                 |                  |                   |               |               |                    |                     |          |             |               |                 |
|   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                 | X             | X              | X                |            |         |       |            | X             | X                |           | X      | X          | X           | X      |        |               |                  |           |       |                  |          |                 |              |            |               |                 |                  |                   |               |               |                    |                     |          |             |               |                 |
|   4 |        19 | ![](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               |              |            |               |                 |                  |                   |               |               |                    |                     |          |             |               |                 |
|   5 |         7 | ![](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             |                 |                  |                   |               |               |                    |                     |          |             |               |                 |
|   6 |        11 | ![](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             | 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 amber/アンバー/安柏 (Genshin Impact)
=========================================


This is the dataset of amber/アンバー/安柏 (Genshin Impact), containing 500 images and their tags.


The core tags of this character are 'brown\_hair, long\_hair, bangs, hair\_between\_eyes, ribbon, hair\_ribbon, breasts, red\_ribbon, brown\_eyes, medium\_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