
# Dataset of magallan/マゼラン/麦哲伦 (Arknights)

This is the dataset of magallan/マゼラン/麦哲伦 (Arknights), containing 500 images and their tags.

The core tags of this character are `multicolored_hair, streaked_hair, white_hair, short_hair, brown_hair, yellow_eyes, earrings, hair_between_eyes, bangs, breasts`, 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              |      500 | 754.38 MiB | [Download](https://huggingface.co/datasets/CyberHarem/magallan_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 390.56 MiB | [Download](https://huggingface.co/datasets/CyberHarem/magallan_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1182 | 837.75 MiB | [Download](https://huggingface.co/datasets/CyberHarem/magallan_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 648.25 MiB | [Download](https://huggingface.co/datasets/CyberHarem/magallan_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1182 | 1.22 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/magallan_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/magallan_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 |        11 | ![](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, backpack, long_sleeves, solo, looking_at_viewer, mask_around_neck, white_gloves, bird_mask, closed_mouth, single_earring, upper_body, simple_background, white_background, winter_coat, smile, white_coat, cowboy_shot                                                                                                                 |
|   1 |        10 | ![](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, mask_around_neck, open_mouth, simple_background, solo, white_gloves, long_sleeves, looking_at_viewer, white_background, upper_body, :d, bird_mask, white_coat, hand_up, backpack, blush                                                                                                                                                |
|   2 |        13 | ![](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, bird_mask, long_sleeves, mask_around_neck, outdoors, white_gloves, penguin, solo, day, backpack, open_mouth, upper_body, winter_coat, blue_sky, holding, jewelry, looking_at_viewer, snow, white_coat, drone, blush, :d, black_hair, breath                                                                                            |
|   3 |         7 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | 1girl, blush, long_sleeves, looking_at_viewer, penguin, solo, upper_body, white_gloves, bird_mask, day, mask_around_neck, outdoors, coat, holding_animal, :d, blue_sky, cloud, open_mouth, snow, jacket, single_earring                                                                                                                       |
|   4 |         9 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | 1girl, full_body, ice_skates, jewelry, long_sleeves, solo, white_gloves, white_coat, looking_at_viewer, mask_around_neck, simple_background, standing, white_background, open_mouth, penguin, winter_coat, backpack, bird_mask, holding, smile                                                                                                |
|   5 |        11 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | 1girl, looking_at_viewer, mask_around_neck, simple_background, solo, single_earring, white_coat, upper_body, portrait, white_background, bird_mask, smile                                                                                                                                                                                     |
|   6 |         6 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-sample4.png) | 1girl, bird_mask, long_sleeves, looking_at_viewer, mask_around_neck, ribbed_sweater, smile, solo, two-tone_hair, closed_mouth, cowboy_shot, drone, elite_ii_(arknights), jewelry, white_gloves, clothes_around_waist, holding, turtleneck_sweater, glint, medium_breasts, strap                                                               |
|   7 |         9 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-sample4.png) | 1girl, elite_ii_(arknights), looking_at_viewer, mask_around_neck, simple_background, solo, long_sleeves, ribbed_sweater, turtleneck_sweater, upper_body, white_background, bird_mask, brown_sweater, large_breasts, smile, strap_between_breasts, jewelry, two-tone_hair, blush, closed_mouth, white_gloves, clothes_around_waist, open_mouth |
|   8 |        21 | ![](samples/8/clu8-sample0.png) | ![](samples/8/clu8-sample1.png) | ![](samples/8/clu8-sample2.png) | ![](samples/8/clu8-sample3.png) | ![](samples/8/clu8-sample4.png) | 1girl, solo, official_alternate_costume, white_shirt, looking_at_viewer, holding_bowl, long_sleeves, nejiri_hachimaki, white_gloves, shaved_ice, upper_body, white_background, jacket, simple_background, open_mouth, single_glove, :d, black_hair                                                                                            |
|   9 |         6 | ![](samples/9/clu9-sample0.png) | ![](samples/9/clu9-sample1.png) | ![](samples/9/clu9-sample2.png) | ![](samples/9/clu9-sample3.png) | ![](samples/9/clu9-sample4.png) | 1girl, blush, bondage, collar, looking_at_viewer, solo, medium_breasts, shackles, bound_wrists, navel, nipples, tearing_up, tears, chain_leash, closed_mouth, completely_nude, on_side, single_earring, sweat, two-tone_hair                                                                                                                  |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | backpack   | long_sleeves   | solo   | looking_at_viewer   | mask_around_neck   | white_gloves   | bird_mask   | closed_mouth   | single_earring   | upper_body   | simple_background   | white_background   | winter_coat   | smile   | white_coat   | cowboy_shot   | open_mouth   | :d   | hand_up   | blush   | outdoors   | penguin   | day   | blue_sky   | holding   | jewelry   | snow   | drone   | black_hair   | breath   | coat   | holding_animal   | cloud   | jacket   | full_body   | ice_skates   | standing   | portrait   | ribbed_sweater   | two-tone_hair   | elite_ii_(arknights)   | clothes_around_waist   | turtleneck_sweater   | glint   | medium_breasts   | strap   | brown_sweater   | large_breasts   | strap_between_breasts   | official_alternate_costume   | white_shirt   | holding_bowl   | nejiri_hachimaki   | shaved_ice   | single_glove   | bondage   | collar   | shackles   | bound_wrists   | navel   | nipples   | tearing_up   | tears   | chain_leash   | completely_nude   | on_side   | sweat   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------|:---------------|:-------|:--------------------|:-------------------|:---------------|:------------|:---------------|:-----------------|:-------------|:--------------------|:-------------------|:--------------|:--------|:-------------|:--------------|:-------------|:-----|:----------|:--------|:-----------|:----------|:------|:-----------|:----------|:----------|:-------|:--------|:-------------|:---------|:-------|:-----------------|:--------|:---------|:------------|:-------------|:-----------|:-----------|:-----------------|:----------------|:-----------------------|:-----------------------|:---------------------|:--------|:-----------------|:--------|:----------------|:----------------|:------------------------|:-----------------------------|:--------------|:---------------|:-------------------|:-------------|:---------------|:----------|:---------|:-----------|:---------------|:--------|:----------|:-------------|:--------|:--------------|:------------------|:----------|:--------|
|   0 |        11 | ![](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             |              |      |           |         |            |           |       |            |           |           |        |         |              |          |        |                  |         |          |             |              |            |            |                  |                 |                        |                        |                      |         |                  |         |                 |                 |                         |                              |               |                |                    |              |                |           |          |            |                |         |           |              |         |               |                   |           |         |
|   1 |        10 | ![](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       |            |           |       |            |           |           |        |         |              |          |        |                  |         |          |             |              |            |            |                  |                 |                        |                        |                      |         |                  |         |                 |                 |                         |                              |               |                |                    |              |                |           |          |            |                |         |           |              |         |               |                   |           |         |
|   2 |        13 | ![](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         | X      | X       | X            | X        |        |                  |         |          |             |              |            |            |                  |                 |                        |                        |                      |         |                  |         |                 |                 |                         |                              |               |                |                    |              |                |           |          |            |                |         |           |              |         |               |                   |           |         |
|   3 |         7 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | X       |            | X              | X      | X                   | X                  | X              | X           |                | X                | X            |                     |                    |               |         |              |               | X            | X    |           | X       | X          | X         | X     | X          |           |           | X      |         |              |          | X      | X                | X       | X        |             |              |            |            |                  |                 |                        |                        |                      |         |                  |         |                 |                 |                         |                              |               |                |                    |              |                |           |          |            |                |         |           |              |         |               |                   |           |         |
|   4 |         9 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | X       | X          | X              | X      | X                   | X                  | X              | X           |                |                  |              | X                   | X                  | X             | X       | X            |               | X            |      |           |         |            | X         |       |            | X         | X         |        |         |              |          |        |                  |         |          | X           | X            | X          |            |                  |                 |                        |                        |                      |         |                  |         |                 |                 |                         |                              |               |                |                    |              |                |           |          |            |                |         |           |              |         |               |                   |           |         |
|   5 |        11 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | X       |            |                | X      | X                   | X                  |                | X           |                | X                | X            | X                   | X                  |               | X       | X            |               |              |      |           |         |            |           |       |            |           |           |        |         |              |          |        |                  |         |          |             |              |            | X          |                  |                 |                        |                        |                      |         |                  |         |                 |                 |                         |                              |               |                |                    |              |                |           |          |            |                |         |           |              |         |               |                   |           |         |
|   6 |         6 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-sample4.png) | X       |            | X              | X      | X                   | X                  | X              | X           | X              |                  |              |                     |                    |               | X       |              | X             |              |      |           |         |            |           |       |            | X         | X         |        | X       |              |          |        |                  |         |          |             |              |            |            | X                | X               | X                      | X                      | X                    | X       | X                | X       |                 |                 |                         |                              |               |                |                    |              |                |           |          |            |                |         |           |              |         |               |                   |           |         |
|   7 |         9 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-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                       |                              |               |                |                    |              |                |           |          |            |                |         |           |              |         |               |                   |           |         |
|   8 |        21 | ![](samples/8/clu8-sample0.png) | ![](samples/8/clu8-sample1.png) | ![](samples/8/clu8-sample2.png) | ![](samples/8/clu8-sample3.png) | ![](samples/8/clu8-sample4.png) | X       |            | X              | X      | X                   |                    | X              |             |                |                  | X            | X                   | X                  |               |         |              |               | X            | X    |           |         |            |           |       |            |           |           |        |         | X            |          |        |                  |         | X        |             |              |            |            |                  |                 |                        |                        |                      |         |                  |         |                 |                 |                         | X                            | X             | X              | X                  | X            | X              |           |          |            |                |         |           |              |         |               |                   |           |         |
|   9 |         6 | ![](samples/9/clu9-sample0.png) | ![](samples/9/clu9-sample1.png) | ![](samples/9/clu9-sample2.png) | ![](samples/9/clu9-sample3.png) | ![](samples/9/clu9-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 magallan/マゼラン/麦哲伦 (Arknights)
========================================


This is the dataset of magallan/マゼラン/麦哲伦 (Arknights), containing 500 images and their tags.


The core tags of this character are 'multicolored\_hair, streaked\_hair, white\_hair, short\_hair, brown\_hair, yellow\_eyes, earrings, hair\_between\_eyes, bangs, breasts', 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