
# Dataset of Kalina (Girls' Frontline)

This is the dataset of Kalina (Girls' Frontline), containing 242 images and their tags.

The core tags of this character are `long_hair, breasts, blue_eyes, orange_hair, side_ponytail, hair_between_eyes, ribbon, hair_ribbon, large_breasts, eyewear_on_head, sunglasses, bangs, hair_ornament, red_ribbon`, 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              |      242 | 327.04 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kalina_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      242 | 180.26 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kalina_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      618 | 409.51 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kalina_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      242 | 288.06 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kalina_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      618 | 579.94 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kalina_girlsfrontline/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/kalina_girlsfrontline',
    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, looking_at_viewer, solo, cleavage, simple_background, blush, pleated_skirt, white_shirt, gloves, headset, thighhighs, white_background, smile, belt, black_skirt, black_bra, bow, collarbone, mismatched_legwear, pouch, striped, holding, open_jacket                                                                   |
|   1 |         7 | ![](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, blush, looking_at_viewer, cleavage, collarbone, solo, upper_body, white_shirt, simple_background, white_background, smile, glasses, red_necktie                                                                                                                                                                          |
|   2 |         7 | ![](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, cleavage, looking_at_viewer, solo, black_bikini, black_choker, black_gloves, navel, official_alternate_costume, smile, blush, collarbone, denim_shorts, sun_hat, white_shirt, hairclip, heart, open_mouth, ocean, sandals, short_shorts, simple_background, standing, straw_hat, thigh_strap                             |
|   3 |         6 | ![](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, bare_shoulders, cleavage, collarbone, looking_at_viewer, navel, solo, blush, smile, stomach, black_bikini, cowboy_shot, sidelocks, simple_background, white_background, ass_visible_through_thighs, bracelet, groin, hairclip, open_mouth, skindentation, x_hair_ornament                                                |
|   4 |        11 | ![](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, griffin_&_kryuger_military_uniform, solo, white_shirt, collared_shirt, looking_at_viewer, pantyhose, black_necktie, glasses, long_sleeves, smile, blush, holding, sidelocks, sitting, jacket, off_shoulder, thigh_boots, belt, black_footwear, crossed_legs, red_coat, round_eyewear, thighhighs, closed_mouth, hairband |
|   5 |        12 | ![](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, blush, hetero, nipples, solo_focus, 1boy, penis, sex, bar_censor, vaginal, navel, spread_legs, thighhighs, nude, open_mouth, cum_in_pussy, heart-shaped_pupils                                                                                                                                                           |
|   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) | 1boy, 1girl, blush, hetero, solo_focus, penis, smile, breasts_squeezed_together, nipples, paizuri, sweat, white_shirt, ahoge, jacket, male_pubic_hair, mosaic_censoring, nude, open_mouth, open_shirt, red_bowtie, simple_background                                                                                            |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | looking_at_viewer   | solo   | cleavage   | simple_background   | blush   | pleated_skirt   | white_shirt   | gloves   | headset   | thighhighs   | white_background   | smile   | belt   | black_skirt   | black_bra   | bow   | collarbone   | mismatched_legwear   | pouch   | striped   | holding   | open_jacket   | upper_body   | glasses   | red_necktie   | black_bikini   | black_choker   | black_gloves   | navel   | official_alternate_costume   | denim_shorts   | sun_hat   | hairclip   | heart   | open_mouth   | ocean   | sandals   | short_shorts   | standing   | straw_hat   | thigh_strap   | bare_shoulders   | stomach   | cowboy_shot   | sidelocks   | ass_visible_through_thighs   | bracelet   | groin   | skindentation   | x_hair_ornament   | griffin_&_kryuger_military_uniform   | collared_shirt   | pantyhose   | black_necktie   | long_sleeves   | sitting   | jacket   | off_shoulder   | thigh_boots   | black_footwear   | crossed_legs   | red_coat   | round_eyewear   | closed_mouth   | hairband   | hetero   | nipples   | solo_focus   | 1boy   | penis   | sex   | bar_censor   | vaginal   | spread_legs   | nude   | cum_in_pussy   | heart-shaped_pupils   | breasts_squeezed_together   | paizuri   | sweat   | ahoge   | male_pubic_hair   | mosaic_censoring   | open_shirt   | red_bowtie   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-------|:-----------|:--------------------|:--------|:----------------|:--------------|:---------|:----------|:-------------|:-------------------|:--------|:-------|:--------------|:------------|:------|:-------------|:---------------------|:--------|:----------|:----------|:--------------|:-------------|:----------|:--------------|:---------------|:---------------|:---------------|:--------|:-----------------------------|:---------------|:----------|:-----------|:--------|:-------------|:--------|:----------|:---------------|:-----------|:------------|:--------------|:-----------------|:----------|:--------------|:------------|:-----------------------------|:-----------|:--------|:----------------|:------------------|:-------------------------------------|:-----------------|:------------|:----------------|:---------------|:----------|:---------|:---------------|:--------------|:-----------------|:---------------|:-----------|:----------------|:---------------|:-----------|:---------|:----------|:-------------|:-------|:--------|:------|:-------------|:----------|:--------------|:-------|:---------------|:----------------------|:----------------------------|:----------|:--------|:--------|:------------------|:-------------------|:-------------|:-------------|
|   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             |              |           |               |                |                |                |         |                              |                |           |            |         |              |         |           |                |            |             |               |                  |           |               |             |                              |            |         |                 |                   |                                      |                  |             |                 |                |           |          |                |               |                  |                |            |                 |                |            |          |           |              |        |         |       |              |           |               |        |                |                       |                             |           |         |         |                   |                    |              |              |
|   1 |         7 | ![](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             |                |                |                |         |                              |                |           |            |         |              |         |           |                |            |             |               |                  |           |               |             |                              |            |         |                 |                   |                                      |                  |             |                 |                |           |          |                |               |                  |                |            |                 |                |            |          |           |              |        |         |       |              |           |               |        |                |                       |                             |           |         |         |                   |                    |              |              |
|   2 |         7 | ![](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             |                  |           |               |             |                              |            |         |                 |                   |                                      |                  |             |                 |                |           |          |                |               |                  |                |            |                 |                |            |          |           |              |        |         |       |              |           |               |        |                |                       |                             |           |         |         |                   |                    |              |              |
|   3 |         6 | ![](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               | X                 |                                      |                  |             |                 |                |           |          |                |               |                  |                |            |                 |                |            |          |           |              |        |         |       |              |           |               |        |                |                       |                             |           |         |         |                   |                    |              |              |
|   4 |        11 | ![](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               | X              | X          |          |           |              |        |         |       |              |           |               |        |                |                       |                             |           |         |         |                   |                    |              |              |
|   5 |        12 | ![](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              | 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            |


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 Kalina (Girls' Frontline)
====================================


This is the dataset of Kalina (Girls' Frontline), containing 242 images and their tags.


The core tags of this character are 'long\_hair, breasts, blue\_eyes, orange\_hair, side\_ponytail, hair\_between\_eyes, ribbon, hair\_ribbon, large\_breasts, eyewear\_on\_head, sunglasses, bangs, hair\_ornament, red\_ribbon', 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