
# Dataset of tac_50/TAC-50/TAC-50 (Girls' Frontline)

This is the dataset of tac_50/TAC-50/TAC-50 (Girls' Frontline), containing 26 images and their tags.

The core tags of this character are `hair_ornament, green_eyes, green_hair, long_hair, breasts, hairclip, heterochromia, bangs, hair_over_one_eye, pointy_ears, yellow_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              |       26 | 35.83 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tac_50_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       26 | 20.11 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tac_50_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |       56 | 39.86 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tac_50_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       26 | 31.29 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tac_50_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |       56 | 56.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tac_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/tac_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 |         7 | ![](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_sclera, solo, black_gloves, collarbone, fingerless_gloves, black_jacket, black_pantyhose, closed_mouth, hood, blush, braid, cleavage, hair_between_eyes, holding_gun, knee_pads, looking_at_viewer, open_clothes, sniper_rifle                                                                                                                                                                                                                                                                                                                                            |
|   1 |         5 | ![](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_pantyhose, black_sclera, looking_at_viewer, skirt, solo, belt, black_footwear, blush, closed_mouth, elf, full_body, sidelocks, torn_pantyhose, arm_wrap, bandaged_arm, corset, gloves, high_heel_boots, holding_gun, hood_down, hooded_cloak, knife, official_alternate_costume, panties_under_pantyhose, sniper_rifle, thighband_pantyhose, ass, black_cape, black_nails, crossbow, from_side, halloween_costume, hooded_cape, medium_breasts, simple_background, strapless, thigh_strap, torn_cape, transparent_background, underbust, very_long_hair, white_background |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_sclera   | solo   | black_gloves   | collarbone   | fingerless_gloves   | black_jacket   | black_pantyhose   | closed_mouth   | hood   | blush   | braid   | cleavage   | hair_between_eyes   | holding_gun   | knee_pads   | looking_at_viewer   | open_clothes   | sniper_rifle   | skirt   | belt   | black_footwear   | elf   | full_body   | sidelocks   | torn_pantyhose   | arm_wrap   | bandaged_arm   | corset   | gloves   | high_heel_boots   | hood_down   | hooded_cloak   | knife   | official_alternate_costume   | panties_under_pantyhose   | thighband_pantyhose   | ass   | black_cape   | black_nails   | crossbow   | from_side   | halloween_costume   | hooded_cape   | medium_breasts   | simple_background   | strapless   | thigh_strap   | torn_cape   | transparent_background   | underbust   | very_long_hair   | white_background   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:-------|:---------------|:-------------|:--------------------|:---------------|:------------------|:---------------|:-------|:--------|:--------|:-----------|:--------------------|:--------------|:------------|:--------------------|:---------------|:---------------|:--------|:-------|:-----------------|:------|:------------|:------------|:-----------------|:-----------|:---------------|:---------|:---------|:------------------|:------------|:---------------|:--------|:-----------------------------|:--------------------------|:----------------------|:------|:-------------|:--------------|:-----------|:------------|:--------------------|:--------------|:-----------------|:--------------------|:------------|:--------------|:------------|:-------------------------|:------------|:-----------------|:-------------------|
|   0 |         7 | ![](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 |         5 | ![](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              | 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 tac\_50/TAC-50/TAC-50 (Girls' Frontline)
===================================================


This is the dataset of tac\_50/TAC-50/TAC-50 (Girls' Frontline), containing 26 images and their tags.


The core tags of this character are 'hair\_ornament, green\_eyes, green\_hair, long\_hair, breasts, hairclip, heterochromia, bangs, hair\_over\_one\_eye, pointy\_ears, yellow\_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
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