
# Dataset of lava/ラヴァ/炎熔 (Arknights)

This is the dataset of lava/ラヴァ/炎熔 (Arknights), containing 64 images and their tags.

The core tags of this character are `purple_hair, horns, purple_eyes, pointy_ears, bangs, demon_horns, long_hair, twintails, braid`, 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 | 101.90 MiB | [Download](https://huggingface.co/datasets/CyberHarem/lava_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       64 | 48.66 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/lava_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      160 | 113.34 MiB | [Download](https://huggingface.co/datasets/CyberHarem/lava_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       64 | 86.15 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/lava_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      160 | 176.98 MiB | [Download](https://huggingface.co/datasets/CyberHarem/lava_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/lava_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 |        16 | ![](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_shirt, looking_at_viewer, short_hair, navel, necklace, bare_shoulders, purple_skirt, sidelocks, holding_knife, midriff, off-shoulder_shirt, short_sleeves, collarbone, holding_weapon, jacket, cowboy_shot, fang, hand_up, holding_book, ring, short_twintails, simple_background, white_background |
|   1 |        15 | ![](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, official_alternate_costume, black_necktie, looking_at_viewer, simple_background, white_background, black_jacket, short_sleeves, closed_mouth, hood, black_dress, black_gloves, holding, shirt, fingerless_gloves                                                                                          |
|   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, black_dress, official_alternate_costume, solo, looking_at_viewer, bracelet, earrings, holding_fan, nail_polish, shawl, sleeveless_dress, sitting, uchiwa, black_necktie, multiple_braids, purple_nails, thigh_strap, blush, closed_mouth, medium_breasts                                                        |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | black_shirt   | looking_at_viewer   | short_hair   | navel   | necklace   | bare_shoulders   | purple_skirt   | sidelocks   | holding_knife   | midriff   | off-shoulder_shirt   | short_sleeves   | collarbone   | holding_weapon   | jacket   | cowboy_shot   | fang   | hand_up   | holding_book   | ring   | short_twintails   | simple_background   | white_background   | official_alternate_costume   | black_necktie   | black_jacket   | closed_mouth   | hood   | black_dress   | black_gloves   | holding   | shirt   | fingerless_gloves   | bracelet   | earrings   | holding_fan   | nail_polish   | shawl   | sleeveless_dress   | sitting   | uchiwa   | multiple_braids   | purple_nails   | thigh_strap   | blush   | medium_breasts   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------------|:--------------------|:-------------|:--------|:-----------|:-----------------|:---------------|:------------|:----------------|:----------|:---------------------|:----------------|:-------------|:-----------------|:---------|:--------------|:-------|:----------|:---------------|:-------|:------------------|:--------------------|:-------------------|:-----------------------------|:----------------|:---------------|:---------------|:-------|:--------------|:---------------|:----------|:--------|:--------------------|:-----------|:-----------|:--------------|:--------------|:--------|:-------------------|:----------|:---------|:------------------|:---------------|:--------------|:--------|:-----------------|
|   0 |        16 | ![](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 |        15 | ![](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                |


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 lava/ラヴァ/炎熔 (Arknights)
==================================


This is the dataset of lava/ラヴァ/炎熔 (Arknights), containing 64 images and their tags.


The core tags of this character are 'purple\_hair, horns, purple\_eyes, pointy\_ears, bangs, demon\_horns, long\_hair, twintails, braid', 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