
# Dataset of manticore/マンティコア/狮蝎 (Arknights)

This is the dataset of manticore/マンティコア/狮蝎 (Arknights), containing 303 images and their tags.

The core tags of this character are `long_hair, purple_hair, head_wings, pointy_ears, bangs, hair_ornament, purple_eyes, twintails, tail, breasts, hairclip`, 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              |      303 | 553.44 MiB | [Download](https://huggingface.co/datasets/CyberHarem/manticore_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      303 | 257.51 MiB | [Download](https://huggingface.co/datasets/CyberHarem/manticore_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      780 | 593.53 MiB | [Download](https://huggingface.co/datasets/CyberHarem/manticore_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      303 | 456.23 MiB | [Download](https://huggingface.co/datasets/CyberHarem/manticore_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      780 | 914.73 MiB | [Download](https://huggingface.co/datasets/CyberHarem/manticore_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/manticore_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, bandaged_leg, black_footwear, black_shorts, crop_top, dog_tags, full_body, long_sleeves, midriff, navel, open_clothes, short_shorts, simple_background, solo, white_background, white_shirt, black_jacket, boots, looking_at_viewer, thighs, fur-trimmed_hood, groin, hooded_jacket, necklace, red_eyes, sitting, standing, stomach, white_socks, wings |
|   1 |        11 | ![](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, black_shorts, crop_top, midriff, short_shorts, solo, white_shirt, black_jacket, fur_trim, looking_at_viewer, navel, cowboy_shot, long_sleeves, dog_tags, hood, white_background, belt, simple_background, thighs, medium_breasts, parted_lips, stomach, open_jacket                                                                                     |
|   2 |         5 | ![](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, black_jacket, simple_background, upper_body, white_shirt, blush, fur-trimmed_jacket, looking_at_viewer, nail_polish, solo, white_background, hood_down, open_jacket, blue_nails, sweat                                                                                                                                                                  |
|   3 |        33 | ![](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, solo, official_alternate_costume, looking_at_viewer, long_sleeves, black_dress, necklace, black_pantyhose, black_jacket, scarf, nail_polish, open_clothes, sitting, white_background, black_footwear, blue_nails, simple_background                                                                                                                     |
|   4 |        22 | ![](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, solo, long_sleeves, looking_at_viewer, rose, hair_flower, pantyhose, veil, large_breasts, official_alternate_costume, very_long_hair, simple_background, thighhighs, twin_braids, white_background, bodystocking, leotard, covered_navel, blush, nail_polish, collarbone, thigh_boots, cleavage, pink_eyes                                              |
|   5 |         8 | ![](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, long_sleeves, solo, looking_at_viewer, black_gloves, black_shirt, monster_girl, jacket, official_alternate_costume, pink_eyes, purple_necktie, belt, black_shorts, black_thighhighs, blush, medium_breasts                                                                                                                                              |
|   6 |        13 | ![](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) | 1boy, 1girl, hetero, solo_focus, penis, blush, nipples, looking_at_viewer, fellatio, large_breasts, bar_censor, cum, jacket, open_mouth, paizuri, pubic_hair, fur_trim, heart, pov, saliva, sweat                                                                                                                                                              |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bandaged_leg   | black_footwear   | black_shorts   | crop_top   | dog_tags   | full_body   | long_sleeves   | midriff   | navel   | open_clothes   | short_shorts   | simple_background   | solo   | white_background   | white_shirt   | black_jacket   | boots   | looking_at_viewer   | thighs   | fur-trimmed_hood   | groin   | hooded_jacket   | necklace   | red_eyes   | sitting   | standing   | stomach   | white_socks   | wings   | fur_trim   | cowboy_shot   | hood   | belt   | medium_breasts   | parted_lips   | open_jacket   | upper_body   | blush   | fur-trimmed_jacket   | nail_polish   | hood_down   | blue_nails   | sweat   | official_alternate_costume   | black_dress   | black_pantyhose   | scarf   | rose   | hair_flower   | pantyhose   | veil   | large_breasts   | very_long_hair   | thighhighs   | twin_braids   | bodystocking   | leotard   | covered_navel   | collarbone   | thigh_boots   | cleavage   | pink_eyes   | black_gloves   | black_shirt   | monster_girl   | jacket   | purple_necktie   | black_thighhighs   | 1boy   | hetero   | solo_focus   | penis   | nipples   | fellatio   | bar_censor   | cum   | open_mouth   | paizuri   | pubic_hair   | heart   | pov   | saliva   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:-----------------|:---------------|:-----------|:-----------|:------------|:---------------|:----------|:--------|:---------------|:---------------|:--------------------|:-------|:-------------------|:--------------|:---------------|:--------|:--------------------|:---------|:-------------------|:--------|:----------------|:-----------|:-----------|:----------|:-----------|:----------|:--------------|:--------|:-----------|:--------------|:-------|:-------|:-----------------|:--------------|:--------------|:-------------|:--------|:---------------------|:--------------|:------------|:-------------|:--------|:-----------------------------|:--------------|:------------------|:--------|:-------|:--------------|:------------|:-------|:----------------|:-----------------|:-------------|:--------------|:---------------|:----------|:----------------|:-------------|:--------------|:-----------|:------------|:---------------|:--------------|:---------------|:---------|:-----------------|:-------------------|:-------|:---------|:-------------|:--------|:----------|:-----------|:-------------|:------|:-------------|:----------|:-------------|:--------|:------|:---------|
|   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          | X         | X          | X         | X             | X       |            |               |        |        |                  |               |               |              |         |                      |               |             |              |         |                              |               |                   |         |        |               |             |        |                 |                  |              |               |                |           |                 |              |               |            |             |                |               |                |          |                  |                    |        |          |              |         |           |            |              |       |              |           |              |         |       |          |
|   1 |        11 | ![](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             |              |         |                      |               |             |              |         |                              |               |                   |         |        |               |             |        |                 |                  |              |               |                |           |                 |              |               |            |             |                |               |                |          |                  |                    |        |          |              |         |           |            |              |       |              |           |              |         |       |          |
|   2 |         5 | ![](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       |                              |               |                   |         |        |               |             |        |                 |                  |              |               |                |           |                 |              |               |            |             |                |               |                |          |                  |                    |        |          |              |         |           |            |              |       |              |           |              |         |       |          |
|   3 |        33 | ![](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       |        |               |             |        |                 |                  |              |               |                |           |                 |              |               |            |             |                |               |                |          |                  |                    |        |          |              |         |           |            |              |       |              |           |              |         |       |          |
|   4 |        22 | ![](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               | X            | X             | X          | X           |                |               |                |          |                  |                    |        |          |              |         |           |            |              |       |              |           |              |         |       |          |
|   5 |         8 | ![](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             | X              | X        | X                | X                  |        |          |              |         |           |            |              |       |              |           |              |         |       |          |
|   6 |        13 | ![](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        |


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 manticore/マンティコア/狮蝎 (Arknights)
==========================================


This is the dataset of manticore/マンティコア/狮蝎 (Arknights), containing 303 images and their tags.


The core tags of this character are 'long\_hair, purple\_hair, head\_wings, pointy\_ears, bangs, hair\_ornament, purple\_eyes, twintails, tail, breasts, hairclip', 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