
# Dataset of hatsuchiri/初塵/初尘 (Neural Cloud)

This is the dataset of hatsuchiri/初塵/初尘 (Neural Cloud), containing 29 images and their tags.

The core tags of this character are `bangs, breasts, black_hair, mole, hair_ornament, hair_between_eyes, hairclip, mole_under_eye, red_eyes, long_hair, small_breasts, brown_hair`, 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              |       29 | 65.26 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/hatsuchiri_neuralcloud/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       29 | 29.03 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/hatsuchiri_neuralcloud/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |       77 | 66.88 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/hatsuchiri_neuralcloud/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       29 | 54.28 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/hatsuchiri_neuralcloud/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |       77 | 110.77 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hatsuchiri_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/hatsuchiri_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 |         5 | ![](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, bikini_top_only, black_bikini, bare_shoulders, black_gloves, black_jacket, front-tie_bikini_top, looking_at_viewer, necklace, off_shoulder, solo, closed_mouth, open_jacket, tentacles, blurry, bubble, choker, helmet, long_sleeves, mole_on_breast, motorcycle, navel, parted_lips, simple_background, sitting, stomach, white_background |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bikini_top_only   | black_bikini   | bare_shoulders   | black_gloves   | black_jacket   | front-tie_bikini_top   | looking_at_viewer   | necklace   | off_shoulder   | solo   | closed_mouth   | open_jacket   | tentacles   | blurry   | bubble   | choker   | helmet   | long_sleeves   | mole_on_breast   | motorcycle   | navel   | parted_lips   | simple_background   | sitting   | stomach   | white_background   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:------------------|:---------------|:-----------------|:---------------|:---------------|:-----------------------|:--------------------|:-----------|:---------------|:-------|:---------------|:--------------|:------------|:---------|:---------|:---------|:---------|:---------------|:-----------------|:-------------|:--------|:--------------|:--------------------|:----------|:----------|:-------------------|
|   0 |         5 | ![](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                  |


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 hatsuchiri/初塵/初尘 (Neural Cloud)
==========================================


This is the dataset of hatsuchiri/初塵/初尘 (Neural Cloud), containing 29 images and their tags.


The core tags of this character are 'bangs, breasts, black\_hair, mole, hair\_ornament, hair\_between\_eyes, hairclip, mole\_under\_eye, red\_eyes, long\_hair, small\_breasts, brown\_hair', 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