
# Dataset of mary/メアリー/梅里/메어리 (Nikke: Goddess of Victory)

This is the dataset of mary/メアリー/梅里/메어리 (Nikke: Goddess of Victory), containing 83 images and their tags.

The core tags of this character are `breasts, long_hair, black_hair, bangs, braid, large_breasts, hat, sun_hat, white_headwear, multicolored_hair, streaked_hair, huge_breasts, hairband`, 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              |       83 | 182.07 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mary_nikke/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       83 | 77.49 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/mary_nikke/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      224 | 181.85 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mary_nikke/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       83 | 147.41 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mary_nikke/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      224 | 302.02 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mary_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/mary_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 |         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, white_bikini, bare_shoulders, closed_eyes, closed_mouth, smile, solo, collarbone, earrings, blush, outdoors, thigh_strap, choker, day, dress, necklace, official_alternate_costume, see-through, beach, blue_hair, blue_rose, blue_sky, hair_over_shoulder, navel, thighlet, thighs |
|   1 |        14 | ![](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, solo, closed_eyes, long_sleeves, white_hairband, blush, blue_sweater, smile, dress, open_jacket, turtleneck_sweater, parted_lips, thighs, white_jacket, armband, white_gloves, hair_between_eyes, panties, ribbed_sweater                                                                     |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | cleavage   | white_bikini   | bare_shoulders   | closed_eyes   | closed_mouth   | smile   | solo   | collarbone   | earrings   | blush   | outdoors   | thigh_strap   | choker   | day   | dress   | necklace   | official_alternate_costume   | see-through   | beach   | blue_hair   | blue_rose   | blue_sky   | hair_over_shoulder   | navel   | thighlet   | thighs   | long_sleeves   | white_hairband   | blue_sweater   | open_jacket   | turtleneck_sweater   | parted_lips   | white_jacket   | armband   | white_gloves   | hair_between_eyes   | panties   | ribbed_sweater   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------|:---------------|:-----------------|:--------------|:---------------|:--------|:-------|:-------------|:-----------|:--------|:-----------|:--------------|:---------|:------|:--------|:-----------|:-----------------------------|:--------------|:--------|:------------|:------------|:-----------|:---------------------|:--------|:-----------|:---------|:---------------|:-----------------|:---------------|:--------------|:---------------------|:--------------|:---------------|:----------|:---------------|:--------------------|:----------|:-----------------|
|   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        |                |                  |                |               |                      |               |                |           |                |                     |           |                  |
|   1 |        14 | ![](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                |


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 mary/メアリー/梅里/메어리 (Nikke: Goddess of Victory)
=======================================================


This is the dataset of mary/メアリー/梅里/메어리 (Nikke: Goddess of Victory), containing 83 images and their tags.


The core tags of this character are 'breasts, long\_hair, black\_hair, bangs, braid, large\_breasts, hat, sun\_hat, white\_headwear, multicolored\_hair, streaked\_hair, huge\_breasts, hairband', 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