---
license: mit
task_categories:
- text-to-image
tags:
- art
- not-for-all-audiences
size_categories:
- n<1K
---

# Dataset of lancet-2/Lancet-2/Lancet-2 (Arknights)

This is the dataset of lancet-2/Lancet-2/Lancet-2 (Arknights), containing 57 images and their tags.

The core tags of this character are `black_hair, short_hair, breasts, pointy_ears, blue_eyes, tail, snake_tail, hair_ornament, large_breasts, goggles_on_head, blue_hair, 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              |       57 | 93.13 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/lancet_2_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200             |       57 | 79.01 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/lancet_2_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      138 | 145.78 MiB | [Download](https://huggingface.co/datasets/CyberHarem/lancet_2_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/lancet_2_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 |        30 | ![](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, solo, black_gloves, goggles, looking_at_viewer, bare_shoulders, bandeau, tube_top, cleavage, simple_background, blush, open_mouth, white_background, holding, smile, thighs                                                                         |
|   1 |         6 | ![](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) | 1boy, 1girl, blush, hetero, solo_focus, penis, cum_in_pussy, cum_on_breasts, looking_at_viewer, nipples, sex, bare_shoulders, blunt_bangs, censored, dark-skinned_male, ejaculation, facial, hair_flower, navel, pov, spread_legs, stomach, sweat, vaginal |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | black_gloves   | goggles   | looking_at_viewer   | bare_shoulders   | bandeau   | tube_top   | cleavage   | simple_background   | blush   | open_mouth   | white_background   | holding   | smile   | thighs   | 1boy   | hetero   | solo_focus   | penis   | cum_in_pussy   | cum_on_breasts   | nipples   | sex   | blunt_bangs   | censored   | dark-skinned_male   | ejaculation   | facial   | hair_flower   | navel   | pov   | spread_legs   | stomach   | sweat   | vaginal   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:---------------|:----------|:--------------------|:-----------------|:----------|:-----------|:-----------|:--------------------|:--------|:-------------|:-------------------|:----------|:--------|:---------|:-------|:---------|:-------------|:--------|:---------------|:-----------------|:----------|:------|:--------------|:-----------|:--------------------|:--------------|:---------|:--------------|:--------|:------|:--------------|:----------|:--------|:----------|
|   0 |        30 | ![](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        |        |          |              |         |                |                  |           |       |               |            |                     |               |          |               |         |       |               |           |         |           |
|   1 |         6 | ![](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       | X         |