
# Dataset of springfield/スプリングフィールド/春田 (Girls' Frontline)

This is the dataset of springfield/スプリングフィールド/春田 (Girls' Frontline), containing 500 images and their tags.

The core tags of this character are `long_hair, green_eyes, brown_hair, breasts, bangs, hair_between_eyes, large_breasts, ribbon, sidelocks, hair_ribbon, hair_rings`, 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              |      500 | 814.77 MiB | [Download](https://huggingface.co/datasets/CyberHarem/springfield_girlsfrontline/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 422.04 MiB | [Download](https://huggingface.co/datasets/CyberHarem/springfield_girlsfrontline/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1287 | 941.86 MiB | [Download](https://huggingface.co/datasets/CyberHarem/springfield_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 702.21 MiB | [Download](https://huggingface.co/datasets/CyberHarem/springfield_girlsfrontline/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1287 | 1.36 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/springfield_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/springfield_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 |        16 | ![](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, white_gloves, blue_jacket, solo, long_sleeves, holding_gun, white_dress, bolt_action, looking_at_viewer, simple_background, closed_mouth, neck_ribbon, smile, blush, white_background, red_ribbon                                                                                                                                                                                                                |
|   1 |        10 | ![](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, smile, solo, blush, long_sleeves, looking_at_viewer, simple_background, white_background, neck_ribbon, white_gloves, blue_jacket, red_ribbon, shirt, upper_body, closed_mouth                                                                                                                                                                                                                                    |
|   2 |        20 | ![](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, blush, looking_at_viewer, white_shirt, solo, ponytail, smile, brown_apron, orange_hair, simple_background, long_sleeves, white_background, open_mouth, upper_body, alternate_costume, collared_shirt, holding_tray                                                                                                                                                                                               |
|   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, blue_jacket, brown_footwear, full_body, long_sleeves, looking_at_viewer, neck_ribbon, white_background, white_gloves, blush, lace-up_boots, red_ribbon, simple_background, solo, white_dress, knee_boots, closed_mouth, smile, standing                                                                                                                                                                          |
|   4 |        13 | ![](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)   | blush, cleavage, looking_at_viewer, official_alternate_costume, white_bikini, 1girl, smile, solo, navel, o-ring_bikini, o-ring_top, simple_background, white_background, thighs, blue_ribbon, closed_mouth, sarong                                                                                                                                                                                                      |
|   5 |         5 | ![](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, cleavage, navel, official_alternate_costume, sarong, see-through, solo, sun_hat, tied_shirt, white_shirt, hand_on_headwear, looking_at_viewer, simple_background, sunglasses, eyewear_hang, hat_flower, hat_ribbon, open_mouth, stomach, white_background, :d, closed_mouth, collared_shirt, cowboy_shot, highleg_bikini, o-ring_bikini, o-ring_top, sleeves_rolled_up, wet, white_bikini, white_headwear |
|   6 |        14 | ![](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)   | blue_sky, blush, cleavage, day, looking_at_viewer, navel, official_alternate_costume, outdoors, smile, white_bikini, 1girl, solo, cloud, ocean, sun_hat, beach, open_mouth, collarbone, o-ring_bikini, sarong, flower, o-ring_top, thighs, bare_shoulders, closed_mouth, leaning_forward, stomach, sunglasses                                                                                                           |
|   7 |        17 | ![](samples/7/clu7-sample0.png)   | ![](samples/7/clu7-sample1.png)   | ![](samples/7/clu7-sample2.png)   | ![](samples/7/clu7-sample3.png)   | ![](samples/7/clu7-sample4.png)   | 1boy, 1girl, blush, hetero, open_mouth, nipples, completely_nude, sex, solo_focus, penis, navel, sweat, vaginal, heart, collarbone, cum_in_pussy, cowgirl_position, girl_on_top, simple_background, ass, ponytail, uncensored, white_background, looking_at_viewer, lying                                                                                                                                               |
|   8 |         7 | ![](samples/8/clu8-sample0.png)   | ![](samples/8/clu8-sample1.png)   | ![](samples/8/clu8-sample2.png)   | ![](samples/8/clu8-sample3.png)   | ![](samples/8/clu8-sample4.png)   | 1girl, black_dress, blush, cape, cleavage, looking_at_viewer, official_alternate_costume, solo, witch_hat, elbow_gloves, halloween_costume, smile, choker, basket, black_gloves, candy, pantyhose, simple_background, open_mouth                                                                                                                                                                                        |
|   9 |        20 | ![](samples/9/clu9-sample0.png)   | ![](samples/9/clu9-sample1.png)   | ![](samples/9/clu9-sample2.png)   | ![](samples/9/clu9-sample3.png)   | ![](samples/9/clu9-sample4.png)   | 1girl, official_alternate_costume, bare_shoulders, blue_dress, looking_at_viewer, solo, black_gloves, smile, blush, hair_flower, cleavage, closed_mouth, collarbone, hair_bun, simple_background                                                                                                                                                                                                                        |
|  10 |        10 | ![](samples/10/clu10-sample0.png) | ![](samples/10/clu10-sample1.png) | ![](samples/10/clu10-sample2.png) | ![](samples/10/clu10-sample3.png) | ![](samples/10/clu10-sample4.png) | 1girl, blush, official_alternate_costume, white_sweater, smile, looking_at_viewer, ribbed_sweater, solo, belt, pantyhose, hair_over_shoulder, single_braid, black_gloves, long_sleeves, brown_footwear, brown_skirt, christmas, hooded_cape, knee_boots, sitting, turtleneck                                                                                                                                            |

### Table Version

|   # |   Samples | Img-1                             | Img-2                             | Img-3                             | Img-4                             | Img-5                             | 1girl   | white_gloves   | blue_jacket   | solo   | long_sleeves   | holding_gun   | white_dress   | bolt_action   | looking_at_viewer   | simple_background   | closed_mouth   | neck_ribbon   | smile   | blush   | white_background   | red_ribbon   | shirt   | upper_body   | white_shirt   | ponytail   | brown_apron   | orange_hair   | open_mouth   | alternate_costume   | collared_shirt   | holding_tray   | brown_footwear   | full_body   | lace-up_boots   | knee_boots   | standing   | cleavage   | official_alternate_costume   | white_bikini   | navel   | o-ring_bikini   | o-ring_top   | thighs   | blue_ribbon   | sarong   | see-through   | sun_hat   | tied_shirt   | hand_on_headwear   | sunglasses   | eyewear_hang   | hat_flower   | hat_ribbon   | stomach   | :d   | cowboy_shot   | highleg_bikini   | sleeves_rolled_up   | wet   | white_headwear   | blue_sky   | day   | outdoors   | cloud   | ocean   | beach   | collarbone   | flower   | bare_shoulders   | leaning_forward   | 1boy   | hetero   | nipples   | completely_nude   | sex   | solo_focus   | penis   | sweat   | vaginal   | heart   | cum_in_pussy   | cowgirl_position   | girl_on_top   | ass   | uncensored   | lying   | black_dress   | cape   | witch_hat   | elbow_gloves   | halloween_costume   | choker   | basket   | black_gloves   | candy   | pantyhose   | blue_dress   | hair_flower   | hair_bun   | white_sweater   | ribbed_sweater   | belt   | hair_over_shoulder   | single_braid   | brown_skirt   | christmas   | hooded_cape   | sitting   | turtleneck   |
|----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:--------|:---------------|:--------------|:-------|:---------------|:--------------|:--------------|:--------------|:--------------------|:--------------------|:---------------|:--------------|:--------|:--------|:-------------------|:-------------|:--------|:-------------|:--------------|:-----------|:--------------|:--------------|:-------------|:--------------------|:-----------------|:---------------|:-----------------|:------------|:----------------|:-------------|:-----------|:-----------|:-----------------------------|:---------------|:--------|:----------------|:-------------|:---------|:--------------|:---------|:--------------|:----------|:-------------|:-------------------|:-------------|:---------------|:-------------|:-------------|:----------|:-----|:--------------|:-----------------|:--------------------|:------|:-----------------|:-----------|:------|:-----------|:--------|:--------|:--------|:-------------|:---------|:-----------------|:------------------|:-------|:---------|:----------|:------------------|:------|:-------------|:--------|:--------|:----------|:--------|:---------------|:-------------------|:--------------|:------|:-------------|:--------|:--------------|:-------|:------------|:---------------|:--------------------|:---------|:---------|:---------------|:--------|:------------|:-------------|:--------------|:-----------|:----------------|:-----------------|:-------|:---------------------|:---------------|:--------------|:------------|:--------------|:----------|:-------------|
|   0 |        16 | ![](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 |        10 | ![](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 |        20 | ![](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              |                  |             |                 |              |            |            |                              |                |         |                 |              |          |               |          |               |           |              |                    |              |                |              |              |           |      |               |                  |                     |       |                  |            |       |            |         |         |         |              |          |                  |                   |        |          |           |                   |       |              |         |         |           |         |                |                    |               |       |              |         |               |        |             |                |                     |          |          |                |         |             |              |               |            |                 |                  |        |                      |                |               |             |               |           |              |
|   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               | X            | X          |            |                              |                |         |                 |              |          |               |          |               |           |              |                    |              |                |              |              |           |      |               |                  |                     |       |                  |            |       |            |         |         |         |              |          |                  |                   |        |          |           |                   |       |              |         |         |           |         |                |                    |               |       |              |         |               |        |             |                |                     |          |          |                |         |             |              |               |            |                 |                  |        |                      |                |               |             |               |           |              |
|   4 |        13 | ![](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        |               |           |              |                    |              |                |              |              |           |      |               |                  |                     |       |                  |            |       |            |         |         |         |              |          |                  |                   |        |          |           |                   |       |              |         |         |           |         |                |                    |               |       |              |         |               |        |             |                |                     |          |          |                |         |             |              |               |            |                 |                  |        |                      |                |               |             |               |           |              |
|   5 |         5 | ![](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              | X            | X            | X         | X    | X             | X                | X                   | X     | X                |            |       |            |         |         |         |              |          |                  |                   |        |          |           |                   |       |              |         |         |           |         |                |                    |               |       |              |         |               |        |             |                |                     |          |          |                |         |             |              |               |            |                 |                  |        |                      |                |               |             |               |           |              |
|   6 |        14 | ![](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       | X       | X       | X            | X        | X                | X                 |        |          |           |                   |       |              |         |         |           |         |                |                    |               |       |              |         |               |        |             |                |                     |          |          |                |         |             |              |               |            |                 |                  |        |                      |                |               |             |               |           |              |
|   7 |        17 | ![](samples/7/clu7-sample0.png)   | ![](samples/7/clu7-sample1.png)   | ![](samples/7/clu7-sample2.png)   | ![](samples/7/clu7-sample3.png)   | ![](samples/7/clu7-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       |               |        |             |                |                     |          |          |                |         |             |              |               |            |                 |                  |        |                      |                |               |             |               |           |              |
|   8 |         7 | ![](samples/8/clu8-sample0.png)   | ![](samples/8/clu8-sample1.png)   | ![](samples/8/clu8-sample2.png)   | ![](samples/8/clu8-sample3.png)   | ![](samples/8/clu8-sample4.png)   | X       |                |               | X      |                |               |               |               | X                   | X                   |                |               | X       | X       |                    |              |         |              |               |            |               |               | X            |                     |                  |                |                  |             |                 |              |            | X          | X                            |                |         |                 |              |          |               |          |               |           |              |                    |              |                |              |              |           |      |               |                  |                     |       |                  |            |       |            |         |         |         |              |          |                  |                   |        |          |           |                   |       |              |         |         |           |         |                |                    |               |       |              |         | X             | X      | X           | X              | X                   | X        | X        | X              | X       | X           |              |               |            |                 |                  |        |                      |                |               |             |               |           |              |
|   9 |        20 | ![](samples/9/clu9-sample0.png)   | ![](samples/9/clu9-sample1.png)   | ![](samples/9/clu9-sample2.png)   | ![](samples/9/clu9-sample3.png)   | ![](samples/9/clu9-sample4.png)   | X       |                |               | X      |                |               |               |               | X                   | X                   | X              |               | X       | X       |                    |              |         |              |               |            |               |               |              |                     |                  |                |                  |             |                 |              |            | X          | X                            |                |         |                 |              |          |               |          |               |           |              |                    |              |                |              |              |           |      |               |                  |                     |       |                  |            |       |            |         |         |         | X            |          | X                |                   |        |          |           |                   |       |              |         |         |           |         |                |                    |               |       |              |         |               |        |             |                |                     |          |          | X              |         |             | X            | X             | X          |                 |                  |        |                      |                |               |             |               |           |              |
|  10 |        10 | ![](samples/10/clu10-sample0.png) | ![](samples/10/clu10-sample1.png) | ![](samples/10/clu10-sample2.png) | ![](samples/10/clu10-sample3.png) | ![](samples/10/clu10-sample4.png) | 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 springfield/スプリングフィールド/春田 (Girls' Frontline)
=======================================================


This is the dataset of springfield/スプリングフィールド/春田 (Girls' Frontline), containing 500 images and their tags.


The core tags of this character are 'long\_hair, green\_eyes, brown\_hair, breasts, bangs, hair\_between\_eyes, large\_breasts, ribbon, sidelocks, hair\_ribbon, hair\_rings', 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