
# Dataset of dolla/ドラー/朵拉 (Nikke: Goddess of Victory)

This is the dataset of dolla/ドラー/朵拉 (Nikke: Goddess of Victory), containing 41 images and their tags.

The core tags of this character are `long_hair, purple_eyes, ponytail, breasts, bangs, earrings, purple_hair, large_breasts, ahoge, 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              |       41 | 60.92 MiB | [Download](https://huggingface.co/datasets/CyberHarem/dolla_nikke/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       41 | 30.31 MiB | [Download](https://huggingface.co/datasets/CyberHarem/dolla_nikke/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |       97 | 63.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/dolla_nikke/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       41 | 51.30 MiB | [Download](https://huggingface.co/datasets/CyberHarem/dolla_nikke/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |       97 | 98.40 MiB | [Download](https://huggingface.co/datasets/CyberHarem/dolla_nikke/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/dolla_nikke',
    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 |        17 | ![](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, solo, white_shirt, black_gloves, long_sleeves, black_necktie, black_jacket, jewelry, looking_at_viewer, black_pants, collared_shirt, formal, holding, open_jacket, suit, blush, closed_mouth, black_choker, navel |
|   1 |        13 | ![](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, solo, black_gloves, looking_at_viewer, black_dress, thighs, halterneck, half_gloves, bracelet, cleavage, closed_mouth, hair_ornament, white_background                                            |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | white_shirt   | black_gloves   | long_sleeves   | black_necktie   | black_jacket   | jewelry   | looking_at_viewer   | black_pants   | collared_shirt   | formal   | holding   | open_jacket   | suit   | blush   | closed_mouth   | black_choker   | navel   | bare_shoulders   | black_dress   | thighs   | halterneck   | half_gloves   | bracelet   | cleavage   | hair_ornament   | white_background   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------------|:---------------|:---------------|:----------------|:---------------|:----------|:--------------------|:--------------|:-----------------|:---------|:----------|:--------------|:-------|:--------|:---------------|:---------------|:--------|:-----------------|:--------------|:---------|:-------------|:--------------|:-----------|:-----------|:----------------|:-------------------|
|   0 |        17 | ![](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       |                  |               |          |              |               |            |            |                 |                    |
|   1 |        13 | ![](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                  |


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 dolla/ドラー/朵拉 (Nikke: Goddess of Victory)
===================================================


This is the dataset of dolla/ドラー/朵拉 (Nikke: Goddess of Victory), containing 41 images and their tags.


The core tags of this character are 'long\_hair, purple\_eyes, ponytail, breasts, bangs, earrings, purple\_hair, large\_breasts, ahoge, 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