
# Dataset of luna/月光 (Neural Cloud)

This is the dataset of luna/月光 (Neural Cloud), containing 85 images and their tags.

The core tags of this character are `blonde_hair, long_hair, bangs, breasts, braid, blue_eyes, medium_breasts, hair_ornament, 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              |       85 | 123.88 MiB | [Download](https://huggingface.co/datasets/CyberHarem/luna_neuralcloud/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       85 | 68.20 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/luna_neuralcloud/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      201 | 141.98 MiB | [Download](https://huggingface.co/datasets/CyberHarem/luna_neuralcloud/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       85 | 110.68 MiB | [Download](https://huggingface.co/datasets/CyberHarem/luna_neuralcloud/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      201 | 205.12 MiB | [Download](https://huggingface.co/datasets/CyberHarem/luna_neuralcloud/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/luna_neuralcloud',
    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 |         8 | ![](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, cleavage, closed_mouth, collarbone, holding_gun, looking_at_viewer, solo, black_thighhighs, dress, handgun, jacket, smile, long_sleeves, simple_background, white_background, bare_shoulders, blush, full_body, off_shoulder, toeless_legwear, black_choker, trigger_discipline, white_leotard, arm_up, covered_navel, index_finger_raised, open_coat, standing, toes |
|   1 |         6 | ![](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, blush, cleavage, looking_at_viewer, solo, white_background, bare_shoulders, choker, collarbone, simple_background, black_dress, jewelry, smile, upper_body, large_breasts, official_alternate_costume                                                                                                                                                                 |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | cleavage   | closed_mouth   | collarbone   | holding_gun   | looking_at_viewer   | solo   | black_thighhighs   | dress   | handgun   | jacket   | smile   | long_sleeves   | simple_background   | white_background   | bare_shoulders   | blush   | full_body   | off_shoulder   | toeless_legwear   | black_choker   | trigger_discipline   | white_leotard   | arm_up   | covered_navel   | index_finger_raised   | open_coat   | standing   | toes   | choker   | black_dress   | jewelry   | upper_body   | large_breasts   | official_alternate_costume   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------|:---------------|:-------------|:--------------|:--------------------|:-------|:-------------------|:--------|:----------|:---------|:--------|:---------------|:--------------------|:-------------------|:-----------------|:--------|:------------|:---------------|:------------------|:---------------|:---------------------|:----------------|:---------|:----------------|:----------------------|:------------|:-----------|:-------|:---------|:--------------|:----------|:-------------|:----------------|:-----------------------------|
|   0 |         8 | ![](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               | X                     | X           | X          | X      |          |               |           |              |                 |                              |
|   1 |         6 | ![](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                            |


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 luna/月光 (Neural Cloud)
=================================


This is the dataset of luna/月光 (Neural Cloud), containing 85 images and their tags.


The core tags of this character are 'blonde\_hair, long\_hair, bangs, breasts, braid, blue\_eyes, medium\_breasts, hair\_ornament, 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
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