
# Dataset of highmore/ハイモア/海沫 (Arknights)

This is the dataset of highmore/ハイモア/海沫 (Arknights), containing 64 images and their tags.

The core tags of this character are `long_hair, pointy_ears, blue_eyes, black_hair, bangs, very_long_hair, breasts, blue_hair, horns, multicolored_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              |       64 | 136.21 MiB | [Download](https://huggingface.co/datasets/CyberHarem/highmore_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       64 | 59.24 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/highmore_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      172 | 132.81 MiB | [Download](https://huggingface.co/datasets/CyberHarem/highmore_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       64 | 108.85 MiB | [Download](https://huggingface.co/datasets/CyberHarem/highmore_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      172 | 202.69 MiB | [Download](https://huggingface.co/datasets/CyberHarem/highmore_arknights/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/highmore_arknights',
    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, vaginal, blush, nipples, anal, hetero, open_mouth, solo_focus, 1boy, armpits, barefoot, completely_nude, cum_in_pussy, fellatio, large_breasts, monster, mosaic_censoring, navel, on_back, rape, restrained, spread_legs, tentacle_sex, tongue_out, triple_penetration |
|   1 |         5 | ![](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, black_dress, parted_lips, solo, detached_sleeves, garter_straps, long_sleeves, white_dress, hair_over_one_eye, looking_at_viewer, purple_eyes, white_thighhighs, cowboy_shot, hair_between_eyes, holding_weapon                                        |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | vaginal   | blush   | nipples   | anal   | hetero   | open_mouth   | solo_focus   | 1boy   | armpits   | barefoot   | completely_nude   | cum_in_pussy   | fellatio   | large_breasts   | monster   | mosaic_censoring   | navel   | on_back   | rape   | restrained   | spread_legs   | tentacle_sex   | tongue_out   | triple_penetration   | bare_shoulders   | black_dress   | parted_lips   | solo   | detached_sleeves   | garter_straps   | long_sleeves   | white_dress   | hair_over_one_eye   | looking_at_viewer   | purple_eyes   | white_thighhighs   | cowboy_shot   | hair_between_eyes   | holding_weapon   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:----------|:--------|:----------|:-------|:---------|:-------------|:-------------|:-------|:----------|:-----------|:------------------|:---------------|:-----------|:----------------|:----------|:-------------------|:--------|:----------|:-------|:-------------|:--------------|:---------------|:-------------|:---------------------|:-----------------|:--------------|:--------------|:-------|:-------------------|:----------------|:---------------|:--------------|:--------------------|:--------------------|:--------------|:-------------------|:--------------|:--------------------|:-----------------|
|   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                    |                  |               |               |        |                    |                 |                |               |                     |                     |               |                    |               |                     |                  |
|   1 |         5 | ![](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                |


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 highmore/ハイモア/海沫 (Arknights)
=======================================


This is the dataset of highmore/ハイモア/海沫 (Arknights), containing 64 images and their tags.


The core tags of this character are 'long\_hair, pointy\_ears, blue\_eyes, black\_hair, bangs, very\_long\_hair, breasts, blue\_hair, horns, multicolored\_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
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