
# Dataset of layla/レイラ/莱依拉 (Genshin Impact)

This is the dataset of layla/レイラ/莱依拉 (Genshin Impact), containing 500 images and their tags.

The core tags of this character are `long_hair, hair_between_eyes, blue_hair, bangs, drill_hair, pointy_ears, very_long_hair, yellow_eyes, breasts, bright_pupils, sidelocks, white_pupils`, 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 | 1.28 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/layla_genshin/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 544.78 MiB | [Download](https://huggingface.co/datasets/CyberHarem/layla_genshin/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1330 | 1.20 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/layla_genshin/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 1.02 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/layla_genshin/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1330 | 2.01 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/layla_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/layla_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, bare_shoulders, black_gloves, claw_ring, detached_sleeves, drill_locks, solo, hood_up, looking_at_viewer, neck_ring, parted_lips, juliet_sleeves, upper_body                                                                                                                                                                                                                                                                                      |
|   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, black_gloves, claw_ring, detached_sleeves, drill_locks, looking_at_viewer, solo, upper_body, hood_up, juliet_sleeves, neck_ring, parted_lips, simple_background, white_background, blush, medium_breasts                                                                                                                                                                                                                          |
|   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, bare_shoulders, black_gloves, claw_ring, detached_sleeves, dress, drill_locks, hood_up, long_sleeves, looking_at_viewer, parted_lips, puffy_sleeves, solo, white_pantyhose, neck_ring, thighlet, hand_up, medium_breasts                                                                                                                                                                                                                          |
|   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_gloves, detached_sleeves, drill_locks, hood_up, long_sleeves, looking_at_viewer, puffy_sleeves, solo, thighlet, white_pantyhose, bare_shoulders, blush, claw_ring, medium_breasts, neck_ring, parted_lips                                                                                                                                                                                                                                   |
|   4 |        14 | ![](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, black_gloves, claw_ring, detached_sleeves, drill_locks, hood_up, solo, white_pantyhose, looking_at_viewer, sitting, thighlet, parted_lips, knees_up, neck_ring, feet_out_of_frame, juliet_sleeves, simple_background, white_background                                                                                                                                                                                            |
|   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, black_gloves, detached_sleeves, solo, white_pantyhose, bare_shoulders, closed_eyes, drill_locks, gold_footwear, sleeping, hood_up, on_side, claw_ring, high_heels, jewelry, thighlet, parted_lips, puffy_long_sleeves                                                                                                                                                                                                                             |
|   6 |         8 | ![](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) | 1girl, blue_sky, blush, day, large_breasts, looking_at_viewer, ocean, outdoors, solo, spread_legs, squatting, sweat, thighs, beach, cloud, gold_footwear, high_heels, drill_locks, armpits, arms_behind_head, arms_up, detached_sleeves, open_mouth, blue_sleeves, cleavage, covered_navel, neck_ring, pussy, smile, bar_censor, bare_shoulders, cameltoe, closed_mouth, collarbone, covered_nipples, elf, highleg, leotard, one-piece_swimsuit, stomach |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bare_shoulders   | black_gloves   | claw_ring   | detached_sleeves   | drill_locks   | solo   | hood_up   | looking_at_viewer   | neck_ring   | parted_lips   | juliet_sleeves   | upper_body   | simple_background   | white_background   | blush   | medium_breasts   | dress   | long_sleeves   | puffy_sleeves   | white_pantyhose   | thighlet   | hand_up   | sitting   | knees_up   | feet_out_of_frame   | closed_eyes   | gold_footwear   | sleeping   | on_side   | high_heels   | jewelry   | puffy_long_sleeves   | blue_sky   | day   | large_breasts   | ocean   | outdoors   | spread_legs   | squatting   | sweat   | thighs   | beach   | cloud   | armpits   | arms_behind_head   | arms_up   | open_mouth   | blue_sleeves   | cleavage   | covered_navel   | pussy   | smile   | bar_censor   | cameltoe   | closed_mouth   | collarbone   | covered_nipples   | elf   | highleg   | leotard   | one-piece_swimsuit   | stomach   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:---------------|:------------|:-------------------|:--------------|:-------|:----------|:--------------------|:------------|:--------------|:-----------------|:-------------|:--------------------|:-------------------|:--------|:-----------------|:--------|:---------------|:----------------|:------------------|:-----------|:----------|:----------|:-----------|:--------------------|:--------------|:----------------|:-----------|:----------|:-------------|:----------|:---------------------|:-----------|:------|:----------------|:--------|:-----------|:--------------|:------------|:--------|:---------|:--------|:--------|:----------|:-------------------|:----------|:-------------|:---------------|:-----------|:----------------|:--------|:--------|:-------------|:-----------|:---------------|:-------------|:------------------|:------|:----------|:----------|:---------------------|:----------|
|   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            |                     |                    |         |                  |         |                |                 |                   |            |           |           |            |                     |               |                 |            |           |              |           |                      |            |       |                 |         |            |               |             |         |          |         |         |           |                    |           |              |                |            |                 |         |         |              |            |                |              |                   |       |           |           |                      |           |
|   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                |         |                |                 |                   |            |           |           |            |                     |               |                 |            |           |              |           |                      |            |       |                 |         |            |               |             |         |          |         |         |           |                    |           |              |                |            |                 |         |         |              |            |                |              |                   |       |           |           |                      |           |
|   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         |           |            |                     |               |                 |            |           |              |           |                      |            |       |                 |         |            |               |             |         |          |         |         |           |                    |           |              |                |            |                 |         |         |              |            |                |              |                   |       |           |           |                      |           |
|   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          |           |           |            |                     |               |                 |            |           |              |           |                      |            |       |                 |         |            |               |             |         |          |         |         |           |                    |           |              |                |            |                 |         |         |              |            |                |              |                   |       |           |           |                      |           |
|   4 |        14 | ![](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                   |               |                 |            |           |              |           |                      |            |       |                 |         |            |               |             |         |          |         |         |           |                    |           |              |                |            |                 |         |         |              |            |                |              |                   |       |           |           |                      |           |
|   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         | X            | X         | X                    |            |       |                 |         |            |               |             |         |          |         |         |           |                    |           |              |                |            |                 |         |         |              |            |                |              |                   |       |           |           |                      |           |
|   6 |         8 | ![](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         | 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 layla/レイラ/莱依拉 (Genshin Impact)
=========================================


This is the dataset of layla/レイラ/莱依拉 (Genshin Impact), containing 500 images and their tags.


The core tags of this character are 'long\_hair, hair\_between\_eyes, blue\_hair, bangs, drill\_hair, pointy\_ears, very\_long\_hair, yellow\_eyes, breasts, bright\_pupils, sidelocks, white\_pupils', 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