
# Dataset of rope/ロープ/暗索 (Arknights)

This is the dataset of rope/ロープ/暗索 (Arknights), containing 142 images and their tags.

The core tags of this character are `animal_ears, purple_hair, long_hair, rabbit_ears, bangs, bow, hair_bow, black_bow, breasts, grey_eyes`, 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              |      142 | 218.90 MiB | [Download](https://huggingface.co/datasets/CyberHarem/rope_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      142 | 112.56 MiB | [Download](https://huggingface.co/datasets/CyberHarem/rope_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      364 | 253.98 MiB | [Download](https://huggingface.co/datasets/CyberHarem/rope_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      142 | 190.70 MiB | [Download](https://huggingface.co/datasets/CyberHarem/rope_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      364 | 388.33 MiB | [Download](https://huggingface.co/datasets/CyberHarem/rope_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/rope_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 |        12 | ![](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, black_gloves, black_jacket, black_thighhighs, looking_at_viewer, solo, holding, long_sleeves, white_background, simple_background, blush, cowboy_shot, open_mouth, :d, choker, ear_piercing                                                                                                                                                                                                                                               |
|   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, long_sleeves, black_headwear, looking_at_viewer, black_dress, blush, official_alternate_costume, open_mouth, skull_hair_ornament, bare_shoulders, collarbone, witch_hat, halloween, jack-o'-lantern, off-shoulder_dress, cleavage, holding, :d, black_choker, very_long_hair                                                                                                                                                        |
|   2 |         9 | ![](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, bare_shoulders, cleavage, official_alternate_costume, strapless_bikini, bare_arms, collarbone, day, large_breasts, navel, outdoors, thighs, white_bikini, bikini_skirt, blue_sky, cloud, cowboy_shot, looking_at_viewer, smile, solo, stomach, blush, holding, standing, black_choker, ocean, purple_eyes, rabbit, star_(symbol), water, animal_ear_fluff, animal_on_head, beach, medium_breasts, open_mouth, oripathy_lesion_(arknights) |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_gloves   | black_jacket   | black_thighhighs   | looking_at_viewer   | solo   | holding   | long_sleeves   | white_background   | simple_background   | blush   | cowboy_shot   | open_mouth   | :d   | choker   | ear_piercing   | black_headwear   | black_dress   | official_alternate_costume   | skull_hair_ornament   | bare_shoulders   | collarbone   | witch_hat   | halloween   | jack-o'-lantern   | off-shoulder_dress   | cleavage   | black_choker   | very_long_hair   | strapless_bikini   | bare_arms   | day   | large_breasts   | navel   | outdoors   | thighs   | white_bikini   | bikini_skirt   | blue_sky   | cloud   | smile   | stomach   | standing   | ocean   | purple_eyes   | rabbit   | star_(symbol)   | water   | animal_ear_fluff   | animal_on_head   | beach   | medium_breasts   | oripathy_lesion_(arknights)   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:---------------|:-------------------|:--------------------|:-------|:----------|:---------------|:-------------------|:--------------------|:--------|:--------------|:-------------|:-----|:---------|:---------------|:-----------------|:--------------|:-----------------------------|:----------------------|:-----------------|:-------------|:------------|:------------|:------------------|:---------------------|:-----------|:---------------|:-----------------|:-------------------|:------------|:------|:----------------|:--------|:-----------|:---------|:---------------|:---------------|:-----------|:--------|:--------|:----------|:-----------|:--------|:--------------|:---------|:----------------|:--------|:-------------------|:-----------------|:--------|:-----------------|:------------------------------|
|   0 |        12 | ![](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 |        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           | X                 | X                    | X          | X              | X                |                    |             |       |                 |         |            |          |                |                |            |         |         |           |            |         |               |          |                 |         |                    |                  |         |                  |                               |
|   2 |         9 | ![](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       | 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 rope/ロープ/暗索 (Arknights)
==================================


This is the dataset of rope/ロープ/暗索 (Arknights), containing 142 images and their tags.


The core tags of this character are 'animal\_ears, purple\_hair, long\_hair, rabbit\_ears, bangs, bow, hair\_bow, black\_bow, breasts, grey\_eyes', 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