
# Dataset of mast/マスト/马斯特/마스트 (Nikke: Goddess of Victory)

This is the dataset of mast/マスト/马斯特/마스트 (Nikke: Goddess of Victory), containing 77 images and their tags.

The core tags of this character are `breasts, twintails, hair_ornament, bangs, large_breasts, fang, pink_hair, purple_eyes, hairclip, red_hair, skin_fang, pink_eyes, hat, ahoge`, 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              |       77 | 147.05 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mast_nikke/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       77 | 68.31 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/mast_nikke/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      200 | 157.82 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mast_nikke/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       77 | 122.06 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mast_nikke/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      200 | 259.75 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mast_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/mast_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 |        21 | ![](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, pink_bikini, solo, collarbone, looking_at_viewer, bare_shoulders, blush, navel, open_mouth, front-tie_bikini_top, side-tie_bikini_bottom, black_choker, stomach, off_shoulder, simple_background, white_background, nail_polish, open_jacket, pink_nails, :d, long_sleeves, thighs, white_jacket, hair_between_eyes, skull_hair_ornament, string_bikini |
|   1 |        23 | ![](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, looking_at_viewer, solo, jacket, open_mouth, cleavage, smile, black_gloves, epaulettes, white_headwear, blush, long_sleeves, uniform, belt, choker, thighs, collarbone, white_shorts, thigh_strap, coat, eyewear_removed, peaked_cap, sunglasses                                                                                                                  |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | cleavage   | pink_bikini   | solo   | collarbone   | looking_at_viewer   | bare_shoulders   | blush   | navel   | open_mouth   | front-tie_bikini_top   | side-tie_bikini_bottom   | black_choker   | stomach   | off_shoulder   | simple_background   | white_background   | nail_polish   | open_jacket   | pink_nails   | :d   | long_sleeves   | thighs   | white_jacket   | hair_between_eyes   | skull_hair_ornament   | string_bikini   | jacket   | smile   | black_gloves   | epaulettes   | white_headwear   | uniform   | belt   | choker   | white_shorts   | thigh_strap   | coat   | eyewear_removed   | peaked_cap   | sunglasses   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------|:--------------|:-------|:-------------|:--------------------|:-----------------|:--------|:--------|:-------------|:-----------------------|:-------------------------|:---------------|:----------|:---------------|:--------------------|:-------------------|:--------------|:--------------|:-------------|:-----|:---------------|:---------|:---------------|:--------------------|:----------------------|:----------------|:---------|:--------|:---------------|:-------------|:-----------------|:----------|:-------|:---------|:---------------|:--------------|:-------|:------------------|:-------------|:-------------|
|   0 |        21 | ![](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               |          |         |                |              |                  |           |        |          |                |               |        |                   |              |              |
|   1 |        23 | ![](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             | 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 mast/マスト/马斯特/마스트 (Nikke: Goddess of Victory)
=======================================================


This is the dataset of mast/マスト/马斯特/마스트 (Nikke: Goddess of Victory), containing 77 images and their tags.


The core tags of this character are 'breasts, twintails, hair\_ornament, bangs, large\_breasts, fang, pink\_hair, purple\_eyes, hairclip, red\_hair, skin\_fang, pink\_eyes, hat, ahoge', 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