
# Dataset of grizzly/グリズリー/灰熊MkⅤ (Girls' Frontline)

This is the dataset of grizzly/グリズリー/灰熊MkⅤ (Girls' Frontline), containing 273 images and their tags.

The core tags of this character are `purple_eyes, brown_hair, breasts, short_hair, large_breasts, sunglasses, eyewear_on_head, bangs`, 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              |      273 | 402.07 MiB | [Download](https://huggingface.co/datasets/CyberHarem/grizzly_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      273 | 211.52 MiB | [Download](https://huggingface.co/datasets/CyberHarem/grizzly_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      707 | 479.32 MiB | [Download](https://huggingface.co/datasets/CyberHarem/grizzly_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      273 | 347.21 MiB | [Download](https://huggingface.co/datasets/CyberHarem/grizzly_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      707 | 701.93 MiB | [Download](https://huggingface.co/datasets/CyberHarem/grizzly_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/grizzly_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 |        11 | ![](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, jacket, solo, handgun, holding_gun, white_background, belt, denim_shorts, white_shirt, aviator_sunglasses, black_gloves, looking_at_viewer, simple_background, single_thighhigh, black_thighhighs, full_body, holster, short_shorts, blue_shorts, brown_footwear, smile, standing                                                                                                                      |
|   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, jacket, solo, handgun, holding_gun, looking_at_viewer, aviator_sunglasses, smile, simple_background, white_shirt, black_gloves, upper_body, white_background, belt, shorts                                                                                                                                                                                                                             |
|   2 |         5 | ![](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, jacket, looking_at_viewer, navel, solo, gloves, smile, belt, blush, denim_shorts, short_shorts, aviator_sunglasses, black_bra, simple_background, white_background, white_shirt                                                                                                                                                                                                                        |
|   3 |         7 | ![](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, bear_ears, black_thighhighs, doughnut, jacket, official_alternate_costume, solo, aged_down, ahoge, garter_straps, looking_at_viewer, navel, belt, black_shirt, full_body, midriff, black_choker, black_footwear, blush, boots, crop_top, denim_shorts, short_shorts, simple_background, small_breasts, bear_girl, blue_shorts, collarbone, food_on_face, holding_food, short_sleeves, white_background |
|   4 |        15 | ![](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, official_alternate_costume, tank_top, choker, cleavage, navel, looking_at_viewer, solo, glasses, yellow_shorts, collarbone, red-framed_eyewear, short_shorts, belt, hair_ornament, thigh_strap, bag, burger, holding_food, midriff, short_ponytail, simple_background, smile, white_background, bracelet, full_body, medium_breasts, shoes, socks, watch                                               |
|   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) | 1girl, blush, hetero, nipples, open_mouth, penis, sex, solo_focus, vaginal, 1boy, mosaic_censoring, spread_legs, sweat, cum_in_pussy, looking_at_viewer, smile, thighhighs, completely_nude, gloves, heart-shaped_pupils, lying, navel, straddling                                                                                                                                                            |
|   6 |         5 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-sample4.png) | 1girl, cleavage, fake_animal_ears, looking_at_viewer, playboy_bunny, rabbit_ears, solo, black_pantyhose, detached_collar, simple_background, black_leotard, bowtie, covered_navel, black_gloves, black_jacket, fur_trim, hand_on_hip, holding, open_jacket, smile, white_background, wrist_cuffs                                                                                                              |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | jacket   | solo   | handgun   | holding_gun   | white_background   | belt   | denim_shorts   | white_shirt   | aviator_sunglasses   | black_gloves   | looking_at_viewer   | simple_background   | single_thighhigh   | black_thighhighs   | full_body   | holster   | short_shorts   | blue_shorts   | brown_footwear   | smile   | standing   | upper_body   | shorts   | navel   | gloves   | blush   | black_bra   | bear_ears   | doughnut   | official_alternate_costume   | aged_down   | ahoge   | garter_straps   | black_shirt   | midriff   | black_choker   | black_footwear   | boots   | crop_top   | small_breasts   | bear_girl   | collarbone   | food_on_face   | holding_food   | short_sleeves   | tank_top   | choker   | cleavage   | glasses   | yellow_shorts   | red-framed_eyewear   | hair_ornament   | thigh_strap   | bag   | burger   | short_ponytail   | bracelet   | medium_breasts   | shoes   | socks   | watch   | hetero   | nipples   | open_mouth   | penis   | sex   | solo_focus   | vaginal   | 1boy   | mosaic_censoring   | spread_legs   | sweat   | cum_in_pussy   | thighhighs   | completely_nude   | heart-shaped_pupils   | lying   | straddling   | fake_animal_ears   | playboy_bunny   | rabbit_ears   | black_pantyhose   | detached_collar   | black_leotard   | bowtie   | covered_navel   | black_jacket   | fur_trim   | hand_on_hip   | holding   | open_jacket   | wrist_cuffs   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------|:-------|:----------|:--------------|:-------------------|:-------|:---------------|:--------------|:---------------------|:---------------|:--------------------|:--------------------|:-------------------|:-------------------|:------------|:----------|:---------------|:--------------|:-----------------|:--------|:-----------|:-------------|:---------|:--------|:---------|:--------|:------------|:------------|:-----------|:-----------------------------|:------------|:--------|:----------------|:--------------|:----------|:---------------|:-----------------|:--------|:-----------|:----------------|:------------|:-------------|:---------------|:---------------|:----------------|:-----------|:---------|:-----------|:----------|:----------------|:---------------------|:----------------|:--------------|:------|:---------|:-----------------|:-----------|:-----------------|:--------|:--------|:--------|:---------|:----------|:-------------|:--------|:------|:-------------|:----------|:-------|:-------------------|:--------------|:--------|:---------------|:-------------|:------------------|:----------------------|:--------|:-------------|:-------------------|:----------------|:--------------|:------------------|:------------------|:----------------|:---------|:----------------|:---------------|:-----------|:--------------|:----------|:--------------|:--------------|
|   0 |        11 | ![](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          |              |          |         |          |         |             |             |            |                              |             |         |                 |               |           |                |                  |         |            |                 |             |              |                |                |                 |            |          |            |           |                 |                      |                 |               |       |          |                  |            |                  |         |         |         |          |           |              |         |       |              |           |        |                    |               |         |                |              |                   |                       |         |              |                    |                 |               |                   |                   |                 |          |                 |                |            |               |           |               |               |
|   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        |         |          |         |             |             |            |                              |             |         |                 |               |           |                |                  |         |            |                 |             |              |                |                |                 |            |          |            |           |                 |                      |                 |               |       |          |                  |            |                  |         |         |         |          |           |              |         |       |              |           |        |                    |               |         |                |              |                   |                       |         |              |                    |                 |               |                   |                   |                 |          |                 |                |            |               |           |               |               |
|   2 |         5 | ![](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           |             |            |                              |             |         |                 |               |           |                |                  |         |            |                 |             |              |                |                |                 |            |          |            |           |                 |                      |                 |               |       |          |                  |            |                  |         |         |         |          |           |              |         |       |              |           |        |                    |               |         |                |              |                   |                       |         |              |                    |                 |               |                   |                   |                 |          |                 |                |            |               |           |               |               |
|   3 |         7 | ![](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          | X               | X           | X            | X              | X              | X               |            |          |            |           |                 |                      |                 |               |       |          |                  |            |                  |         |         |         |          |           |              |         |       |              |           |        |                    |               |         |                |              |                   |                       |         |              |                    |                 |               |                   |                   |                 |          |                 |                |            |               |           |               |               |
|   4 |        15 | ![](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       |          |           |              |         |       |              |           |        |                    |               |         |                |              |                   |                       |         |              |                    |                 |               |                   |                   |                 |          |                 |                |            |               |           |               |               |
|   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            |                    |                 |               |                   |                   |                 |          |                 |                |            |               |           |               |               |
|   6 |         5 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-sample4.png) | 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 grizzly/グリズリー/灰熊MkⅤ (Girls' Frontline)
=================================================


This is the dataset of grizzly/グリズリー/灰熊MkⅤ (Girls' Frontline), containing 273 images and their tags.


The core tags of this character are 'purple\_eyes, brown\_hair, breasts, short\_hair, large\_breasts, sunglasses, eyewear\_on\_head, bangs', 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