
# Dataset of choco/チョコ/巧可 (Neural Cloud)

This is the dataset of choco/チョコ/巧可 (Neural Cloud), containing 96 images and their tags.

The core tags of this character are `hair_ornament, long_hair, blue_eyes, breasts, hat, braid, blonde_hair, bangs, beret, medium_breasts, single_braid`, 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              |       96 | 126.88 MiB | [Download](https://huggingface.co/datasets/CyberHarem/choco_neuralcloud/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       96 | 74.63 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/choco_neuralcloud/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      239 | 162.11 MiB | [Download](https://huggingface.co/datasets/CyberHarem/choco_neuralcloud/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       96 | 112.65 MiB | [Download](https://huggingface.co/datasets/CyberHarem/choco_neuralcloud/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      239 | 225.97 MiB | [Download](https://huggingface.co/datasets/CyberHarem/choco_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/choco_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 |        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, arm_warmers, blush, solo, looking_at_viewer, assault_rifle, chocolate_bar, food_in_mouth, white_shirt, brown_hair, holding_gun, layered_skirt, simple_background, belt_pouch, boots, brown_headwear, buttons, hair_ribbon, short_sleeves, white_background, brown_skirt, full_body, hair_between_eyes, mouth_hold |
|   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, gloves, solo, headset, looking_at_viewer, military_uniform, blush, camouflage, load_bearing_vest, long_sleeves, scarf, bandana, hair_between_eyes, hair_bow, helmet, holding_gun, jacket, m4_carbine, smile                                                                                                       |
|   2 |         8 | ![](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, blush, spread_legs, nipples, 1boy, cum_in_pussy, hetero, solo_focus, tears, bar_censor, korean_text, navel, nude, open_mouth, penis, after_sex, brown_hair, heart, on_back, vaginal                                                                                                                               |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | arm_warmers   | blush   | solo   | looking_at_viewer   | assault_rifle   | chocolate_bar   | food_in_mouth   | white_shirt   | brown_hair   | holding_gun   | layered_skirt   | simple_background   | belt_pouch   | boots   | brown_headwear   | buttons   | hair_ribbon   | short_sleeves   | white_background   | brown_skirt   | full_body   | hair_between_eyes   | mouth_hold   | gloves   | headset   | military_uniform   | camouflage   | load_bearing_vest   | long_sleeves   | scarf   | bandana   | hair_bow   | helmet   | jacket   | m4_carbine   | smile   | spread_legs   | nipples   | 1boy   | cum_in_pussy   | hetero   | solo_focus   | tears   | bar_censor   | korean_text   | navel   | nude   | open_mouth   | penis   | after_sex   | heart   | on_back   | vaginal   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------|:--------|:-------|:--------------------|:----------------|:----------------|:----------------|:--------------|:-------------|:--------------|:----------------|:--------------------|:-------------|:--------|:-----------------|:----------|:--------------|:----------------|:-------------------|:--------------|:------------|:--------------------|:-------------|:---------|:----------|:-------------------|:-------------|:--------------------|:---------------|:--------|:----------|:-----------|:---------|:---------|:-------------|:--------|:--------------|:----------|:-------|:---------------|:---------|:-------------|:--------|:-------------|:--------------|:--------|:-------|:-------------|:--------|:------------|:--------|:----------|:----------|
|   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               | 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        | X        | X            | X       |               |           |        |                |          |              |         |              |               |         |        |              |         |             |         |           |           |
|   2 |         8 | ![](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         |


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 choco/チョコ/巧可 (Neural Cloud)
======================================


This is the dataset of choco/チョコ/巧可 (Neural Cloud), containing 96 images and their tags.


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