
# Dataset of vector/Vector/维克托 (Girls' Frontline)

This is the dataset of vector/Vector/维克托 (Girls' Frontline), containing 173 images and their tags.

The core tags of this character are `short_hair, yellow_eyes, bangs, grey_hair, breasts, medium_breasts`, 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              |      173 | 191.09 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vector_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      173 | 115.35 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vector_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      385 | 228.51 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vector_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      173 | 171.37 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vector_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      385 | 306.60 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vector_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/vector_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 |         6 | ![](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_skirt, solo, black_footwear, boots, collarbone, looking_at_viewer, white_background, black_gloves, black_thighhighs, puffy_short_sleeves, red_necktie, simple_background, sitting, closed_mouth, full_body, high_heels, thighs, white_shirt                                                                                                                                                                                                                     |
|   1 |        21 | ![](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, submachine_gun, black_gloves, looking_at_viewer, holding_gun, short_sleeves, black_skirt, white_shirt, black_thighhighs                                                                                                                                                                                                                                                                                                                                         |
|   2 |         8 | ![](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, solo, hair_between_eyes, simple_background, closed_mouth, looking_at_viewer, white_background, white_shirt, red_necktie, short_sleeves, upper_body, black_gloves, collarbone, smile                                                                                                                                                                                                                                                                                   |
|   3 |        14 | ![](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, solo, wedding_dress, white_dress, white_gloves, elbow_gloves, looking_at_viewer, blue_ribbon, bridal_veil, choker, strapless_dress, blush, hair_ornament, official_alternate_costume, collarbone, holding, cleavage, full_body, jewelry, petals, white_thighhighs, blue_flower, bride, lying, rose                                                                                                                                                    |
|   4 |        17 | ![](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) | cat_ears, 1girl, official_alternate_costume, paw_gloves, solo, bare_shoulders, looking_at_viewer, cat_tail, dress, blush, halloween_costume, jack-o'-lantern, cleavage, single_thighhigh, bat_(animal), fake_animal_ears, glasses, white_background, black_footwear, collarbone, food-themed_earrings, hair_between_eyes, multiple_tails, orange_thighhighs, simple_background, thigh_strap, closed_mouth, yellow_thighhighs, brown_eyes, detached_collar, under-rim_eyewear |
|   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) | 1boy, 1girl, hetero, nipples, solo_focus, blush, penis, collarbone, large_breasts, looking_at_viewer, nude, pussy, sex, vaginal, navel, pov, bare_shoulders, breasts_out, closed_mouth, cum, gloves, mosaic_censoring, smile, sweat                                                                                                                                                                                                                                          |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_skirt   | solo   | black_footwear   | boots   | collarbone   | looking_at_viewer   | white_background   | black_gloves   | black_thighhighs   | puffy_short_sleeves   | red_necktie   | simple_background   | sitting   | closed_mouth   | full_body   | high_heels   | thighs   | white_shirt   | submachine_gun   | holding_gun   | short_sleeves   | hair_between_eyes   | upper_body   | smile   | bare_shoulders   | wedding_dress   | white_dress   | white_gloves   | elbow_gloves   | blue_ribbon   | bridal_veil   | choker   | strapless_dress   | blush   | hair_ornament   | official_alternate_costume   | holding   | cleavage   | jewelry   | petals   | white_thighhighs   | blue_flower   | bride   | lying   | rose   | cat_ears   | paw_gloves   | cat_tail   | dress   | halloween_costume   | jack-o'-lantern   | single_thighhigh   | bat_(animal)   | fake_animal_ears   | glasses   | food-themed_earrings   | multiple_tails   | orange_thighhighs   | thigh_strap   | yellow_thighhighs   | brown_eyes   | detached_collar   | under-rim_eyewear   | 1boy   | hetero   | nipples   | solo_focus   | penis   | large_breasts   | nude   | pussy   | sex   | vaginal   | navel   | pov   | breasts_out   | cum   | gloves   | mosaic_censoring   | sweat   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------|:-------|:-----------------|:--------|:-------------|:--------------------|:-------------------|:---------------|:-------------------|:----------------------|:--------------|:--------------------|:----------|:---------------|:------------|:-------------|:---------|:--------------|:-----------------|:--------------|:----------------|:--------------------|:-------------|:--------|:-----------------|:----------------|:--------------|:---------------|:---------------|:--------------|:--------------|:---------|:------------------|:--------|:----------------|:-----------------------------|:----------|:-----------|:----------|:---------|:-------------------|:--------------|:--------|:--------|:-------|:-----------|:-------------|:-----------|:--------|:--------------------|:------------------|:-------------------|:---------------|:-------------------|:----------|:-----------------------|:-----------------|:--------------------|:--------------|:--------------------|:-------------|:------------------|:--------------------|:-------|:---------|:----------|:-------------|:--------|:----------------|:-------|:--------|:------|:----------|:--------|:------|:--------------|:------|:---------|:-------------------|:--------|
|   0 |         6 | ![](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             |                  |               |                 |                     |              |         |                  |                 |               |                |                |               |               |          |                   |         |                 |                              |           |            |           |          |                    |               |         |         |        |            |              |            |         |                     |                   |                    |                |                    |           |                        |                  |                     |               |                     |              |                   |                     |        |          |           |              |         |                 |        |         |       |           |         |       |               |       |          |                    |         |
|   1 |        21 | ![](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               |                     |              |         |                  |                 |               |                |                |               |               |          |                   |         |                 |                              |           |            |           |          |                    |               |         |         |        |            |              |            |         |                     |                   |                    |                |                    |           |                        |                  |                     |               |                     |              |                   |                     |        |          |           |              |         |                 |        |         |       |           |         |       |               |       |          |                    |         |
|   2 |         8 | ![](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       |                  |                 |               |                |                |               |               |          |                   |         |                 |                              |           |            |           |          |                    |               |         |         |        |            |              |            |         |                     |                   |                    |                |                    |           |                        |                  |                     |               |                     |              |                   |                     |        |          |           |              |         |                 |        |         |       |           |         |       |               |       |          |                    |         |
|   3 |        14 | ![](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                  | X             | X       | X       | X      |            |              |            |         |                     |                   |                    |                |                    |           |                        |                  |                     |               |                     |              |                   |                     |        |          |           |              |         |                 |        |         |       |           |         |       |               |       |          |                    |         |
|   4 |        17 | ![](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                   | 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     | 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 vector/Vector/维克托 (Girls' Frontline)
===============================================


This is the dataset of vector/Vector/维克托 (Girls' Frontline), containing 173 images and their tags.


The core tags of this character are 'short\_hair, yellow\_eyes, bangs, grey\_hair, breasts, medium\_breasts', 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