
# Dataset of gd_dsr_50/GdDSR-50/DSR-50 (Girls' Frontline)

This is the dataset of gd_dsr_50/GdDSR-50/DSR-50 (Girls' Frontline), containing 355 images and their tags.

The core tags of this character are `long_hair, breasts, bangs, brown_hair, large_breasts, red_eyes, blunt_bangs, sidelocks, ahoge, very_long_hair, hair_ornament`, 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              |      355 | 534.69 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gd_dsr_50_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      355 | 284.10 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gd_dsr_50_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      867 | 600.50 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gd_dsr_50_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      355 | 461.12 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gd_dsr_50_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      867 | 861.44 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gd_dsr_50_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/gd_dsr_50_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 |        15 | ![](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, bare_shoulders, black_dress, looking_at_viewer, official_alternate_costume, solo, blush, cleavage, earrings, evening_gown, smile, armlet, closed_mouth, simple_background, red_gemstone, white_background, thighs                                                                                                                                                                                          |
|   1 |         6 | ![](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, armlet, bare_shoulders, black_dress, champagne_flute, cleavage, evening_gown, holding_cup, looking_at_viewer, official_alternate_costume, smile, solo, blush, earrings, sideboob, no_bra, parted_lips, red_gemstone, open_mouth, see-through, simple_background, upper_body, white_background                                                                                                              |
|   2 |        23 | ![](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, china_dress, hair_flower, official_alternate_costume, red_dress, solo, cleavage_cutout, looking_at_viewer, thighs, black_thighhighs, smile, blush, garter_straps, detached_sleeves, lace-trimmed_legwear, pelvic_curtain, brown_thighhighs, sitting, black_panties, closed_mouth, holding, side_slit, simple_background, garter_belt, white_background, side-tie_panties, sleeveless_dress |
|   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, looking_at_viewer, necktie, shirt, simple_background, solo, black_gloves, braid, cape, corset, garrison_cap, skirt, single_thighhigh, thighs, elbow_gloves, smile, white_background                                                                                                                                                                                                                        |
|   4 |         8 | ![](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, cleavage, solo, garrison_cap, looking_at_viewer, single_elbow_glove, smile, bare_shoulders, black_bikini, blush, single_thighhigh, black_gloves, corset, navel, thighs, white_background, simple_background, sitting, torn_gloves, torn_thighhighs, antenna_hair, brown_bikini, closed_mouth, necktie_between_breasts                                                                                      |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bare_shoulders   | black_dress   | looking_at_viewer   | official_alternate_costume   | solo   | blush   | cleavage   | earrings   | evening_gown   | smile   | armlet   | closed_mouth   | simple_background   | red_gemstone   | white_background   | thighs   | champagne_flute   | holding_cup   | sideboob   | no_bra   | parted_lips   | open_mouth   | see-through   | upper_body   | china_dress   | hair_flower   | red_dress   | cleavage_cutout   | black_thighhighs   | garter_straps   | detached_sleeves   | lace-trimmed_legwear   | pelvic_curtain   | brown_thighhighs   | sitting   | black_panties   | holding   | side_slit   | garter_belt   | side-tie_panties   | sleeveless_dress   | necktie   | shirt   | black_gloves   | braid   | cape   | corset   | garrison_cap   | skirt   | single_thighhigh   | elbow_gloves   | single_elbow_glove   | black_bikini   | navel   | torn_gloves   | torn_thighhighs   | antenna_hair   | brown_bikini   | necktie_between_breasts   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:--------------|:--------------------|:-----------------------------|:-------|:--------|:-----------|:-----------|:---------------|:--------|:---------|:---------------|:--------------------|:---------------|:-------------------|:---------|:------------------|:--------------|:-----------|:---------|:--------------|:-------------|:--------------|:-------------|:--------------|:--------------|:------------|:------------------|:-------------------|:----------------|:-------------------|:-----------------------|:-----------------|:-------------------|:----------|:----------------|:----------|:------------|:--------------|:-------------------|:-------------------|:----------|:--------|:---------------|:--------|:-------|:---------|:---------------|:--------|:-------------------|:---------------|:---------------------|:---------------|:--------|:--------------|:------------------|:---------------|:---------------|:--------------------------|
|   0 |        15 | ![](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        |                   |               |            |          |               |              |               |              |               |               |             |                   |                    |                 |                    |                        |                  |                    |           |                 |           |             |               |                    |                    |           |         |                |         |        |          |                |         |                    |                |                      |                |         |               |                   |                |                |                           |
|   1 |         6 | ![](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            | X             | X            |               |               |             |                   |                    |                 |                    |                        |                  |                    |           |                 |           |             |               |                    |                    |           |         |                |         |        |          |                |         |                    |                |                      |                |         |               |                   |                |                |                           |
|   2 |        23 | ![](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                  |           |         |                |         |        |          |                |         |                    |                |                      |                |         |               |                   |                |                |                           |
|   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              |                      |                |         |               |                   |                |                |                           |
|   4 |         8 | ![](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                         |


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 gd\_dsr\_50/GdDSR-50/DSR-50 (Girls' Frontline)
=========================================================


This is the dataset of gd\_dsr\_50/GdDSR-50/DSR-50 (Girls' Frontline), containing 355 images and their tags.


The core tags of this character are 'long\_hair, breasts, bangs, brown\_hair, large\_breasts, red\_eyes, blunt\_bangs, sidelocks, ahoge, very\_long\_hair, hair\_ornament', 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