
# Dataset of svd/SVD/SVD (Girls' Frontline)

This is the dataset of svd/SVD/SVD (Girls' Frontline), containing 188 images and their tags.

The core tags of this character are `long_hair, hair_ornament, hairclip, breasts, grey_eyes, grey_hair, white_hair, hat, 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              |      188 | 468.27 MiB | [Download](https://huggingface.co/datasets/CyberHarem/svd_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      188 | 180.74 MiB | [Download](https://huggingface.co/datasets/CyberHarem/svd_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      438 | 377.11 MiB | [Download](https://huggingface.co/datasets/CyberHarem/svd_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      188 | 360.11 MiB | [Download](https://huggingface.co/datasets/CyberHarem/svd_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      438 | 670.73 MiB | [Download](https://huggingface.co/datasets/CyberHarem/svd_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/svd_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_gloves, black_skirt, brown_jacket, military_uniform, solo, white_shirt, fingerless_gloves, looking_away, military_hat, open_mouth, single_thighhigh, uneven_legwear, black_belt, hand_on_hip, pleated_skirt                                                                                                                                                |
|   1 |        11 | ![](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, black_skirt, brown_jacket, military_uniform, solo, black_gloves, fingerless_gloves, white_shirt, military_hat, smile, black_belt, looking_at_viewer, thighhighs, blush, simple_background, wedding_ring                                                                                                                                                          |
|   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, bare_shoulders, christmas, santa_costume, santa_hat, solo, bangs, looking_at_viewer, santa_dress, blush, cleavage, official_alternate_costume, red_dress, red_gloves, red_headwear, bow, fingerless_gloves, fur-trimmed_headwear, open_mouth, sitting, smile, white_background, brown_eyes, collarbone, fur-trimmed_dress, fur-trimmed_gloves, simple_background |
|   3 |        11 | ![](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, cleavage, looking_at_viewer, solo, official_alternate_costume, smile, bangs, china_dress, fur-trimmed_jacket, red_jacket, white_shorts, bare_shoulders, sitting, blush, open_jacket, open_mouth, yellow_eyes, chinese_new_year, closed_mouth, feet_out_of_frame, lantern, shirt, simple_background, standing, white_background                                   |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_gloves   | black_skirt   | brown_jacket   | military_uniform   | solo   | white_shirt   | fingerless_gloves   | looking_away   | military_hat   | open_mouth   | single_thighhigh   | uneven_legwear   | black_belt   | hand_on_hip   | pleated_skirt   | smile   | looking_at_viewer   | thighhighs   | blush   | simple_background   | wedding_ring   | bare_shoulders   | christmas   | santa_costume   | santa_hat   | bangs   | santa_dress   | cleavage   | official_alternate_costume   | red_dress   | red_gloves   | red_headwear   | bow   | fur-trimmed_headwear   | sitting   | white_background   | brown_eyes   | collarbone   | fur-trimmed_dress   | fur-trimmed_gloves   | china_dress   | fur-trimmed_jacket   | red_jacket   | white_shorts   | open_jacket   | yellow_eyes   | chinese_new_year   | closed_mouth   | feet_out_of_frame   | lantern   | shirt   | standing   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:--------------|:---------------|:-------------------|:-------|:--------------|:--------------------|:---------------|:---------------|:-------------|:-------------------|:-----------------|:-------------|:--------------|:----------------|:--------|:--------------------|:-------------|:--------|:--------------------|:---------------|:-----------------|:------------|:----------------|:------------|:--------|:--------------|:-----------|:-----------------------------|:------------|:-------------|:---------------|:------|:-----------------------|:----------|:-------------------|:-------------|:-------------|:--------------------|:---------------------|:--------------|:---------------------|:-------------|:---------------|:--------------|:--------------|:-------------------|:---------------|:--------------------|:----------|:--------|:-----------|
|   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               |         |                     |              |         |                     |                |                  |             |                 |             |         |               |            |                              |             |              |                |       |                        |           |                    |              |              |                     |                      |               |                      |              |                |               |               |                    |                |                     |           |         |            |
|   1 |        11 | ![](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 |         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            | X                   | X                    |               |                      |              |                |               |               |                    |                |                     |           |         |            |
|   3 |        11 | ![](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          |


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 svd/SVD/SVD (Girls' Frontline)
=========================================


This is the dataset of svd/SVD/SVD (Girls' Frontline), containing 188 images and their tags.


The core tags of this character are 'long\_hair, hair\_ornament, hairclip, breasts, grey\_eyes, grey\_hair, white\_hair, hat, 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
passage: 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