
# Dataset of micro_uzi/MicroUzi/微型乌兹 (Girls' Frontline)

This is the dataset of micro_uzi/MicroUzi/微型乌兹 (Girls' Frontline), containing 84 images and their tags.

The core tags of this character are `long_hair, twintails, green_hair, breasts, green_eyes, bangs, large_breasts, very_long_hair, hat`, 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              |       84 | 78.41 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/micro_uzi_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       84 | 45.24 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/micro_uzi_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      180 | 93.93 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/micro_uzi_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       84 | 68.84 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/micro_uzi_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      180 | 133.93 MiB | [Download](https://huggingface.co/datasets/CyberHarem/micro_uzi_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/micro_uzi_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 |        14 | ![](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, solo, navel, black_gloves, cleavage, short_shorts, black_thighhighs, blush, midriff, necktie, simple_background, white_background, belt, elbow_gloves, open_mouth, boots, looking_at_viewer, detached_collar, holding_gun, smile, black_headwear, full_body, bikini, crop_top, standing |
|   1 |         8 | ![](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, simple_background, white_background, short_sleeves, white_shirt, collarbone, korean_text, blush, closed_mouth, holding, looking_at_viewer, aqua_eyes, black_headwear, short_shorts, upper_body                                                                                    |
|   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) | 1boy, 1girl, hetero, sweat, solo_focus, nipples, aqua_hair, huge_breasts, ear_blush, nude, open_mouth, penis                                                                                                                                                                                   |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | navel   | black_gloves   | cleavage   | short_shorts   | black_thighhighs   | blush   | midriff   | necktie   | simple_background   | white_background   | belt   | elbow_gloves   | open_mouth   | boots   | looking_at_viewer   | detached_collar   | holding_gun   | smile   | black_headwear   | full_body   | bikini   | crop_top   | standing   | short_sleeves   | white_shirt   | collarbone   | korean_text   | closed_mouth   | holding   | aqua_eyes   | upper_body   | 1boy   | hetero   | sweat   | solo_focus   | nipples   | aqua_hair   | huge_breasts   | ear_blush   | nude   | penis   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------|:---------------|:-----------|:---------------|:-------------------|:--------|:----------|:----------|:--------------------|:-------------------|:-------|:---------------|:-------------|:--------|:--------------------|:------------------|:--------------|:--------|:-----------------|:------------|:---------|:-----------|:-----------|:----------------|:--------------|:-------------|:--------------|:---------------|:----------|:------------|:-------------|:-------|:---------|:--------|:-------------|:----------|:------------|:---------------|:------------|:-------|:--------|
|   0 |        14 | ![](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        | X          | X          |                 |               |              |               |                |           |             |              |        |          |         |              |           |             |                |             |        |         |
|   1 |         8 | ![](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 |         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       |


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 micro\_uzi/MicroUzi/微型乌兹 (Girls' Frontline)
======================================================


This is the dataset of micro\_uzi/MicroUzi/微型乌兹 (Girls' Frontline), containing 84 images and their tags.


The core tags of this character are 'long\_hair, twintails, green\_hair, breasts, green\_eyes, bangs, large\_breasts, very\_long\_hair, hat', 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