File size: 9,078 Bytes
122156f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
---
license: mit
task_categories:
- text-to-image
tags:
- art
- not-for-all-audiences
size_categories:
- n<1K
---

# Dataset of kukuru (Granblue Fantasy)

This is the dataset of kukuru (Granblue Fantasy), containing 134 images and their tags.

The core tags of this character are `blue_eyes, blonde_hair, long_hair, breasts, ribbon, twintails, hat, hair_ribbon, beret, medium_breasts, bangs, large_breasts`, 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              |      134 | 165.19 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kukuru_granbluefantasy/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      134 | 101.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kukuru_granbluefantasy/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      335 | 219.68 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kukuru_granbluefantasy/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      134 | 148.71 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kukuru_granbluefantasy/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      335 | 291.43 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kukuru_granbluefantasy/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/kukuru_granbluefantasy',
    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 |        23 | ![](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, smile, looking_at_viewer, bare_shoulders, blush, open_mouth, belt, collarbone, skirt, cleavage, white_background                                                                                         |
|   1 |         7 | ![](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, halloween, looking_at_viewer, solo, white_gloves, witch_hat, smile, bow, detached_sleeves, dress, jack-o'-lantern, open_mouth, pumpkin, broom, white_headwear, blush, boots, cape, cleavage, high_heels, skirt |
|   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) | 1girl, blush, hetero, solo_focus, 1boy, nipples, penis, open_mouth, sex, vaginal, smile, sweat, blue_ribbon, collarbone, cum_in_pussy, mosaic_censoring, nude, one_eye_closed, spread_legs, tears                     |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | smile   | looking_at_viewer   | bare_shoulders   | blush   | open_mouth   | belt   | collarbone   | skirt   | cleavage   | white_background   | halloween   | white_gloves   | witch_hat   | bow   | detached_sleeves   | dress   | jack-o'-lantern   | pumpkin   | broom   | white_headwear   | boots   | cape   | high_heels   | hetero   | solo_focus   | 1boy   | nipples   | penis   | sex   | vaginal   | sweat   | blue_ribbon   | cum_in_pussy   | mosaic_censoring   | nude   | one_eye_closed   | spread_legs   | tears   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------|:--------------------|:-----------------|:--------|:-------------|:-------|:-------------|:--------|:-----------|:-------------------|:------------|:---------------|:------------|:------|:-------------------|:--------|:------------------|:----------|:--------|:-----------------|:--------|:-------|:-------------|:---------|:-------------|:-------|:----------|:--------|:------|:----------|:--------|:--------------|:---------------|:-------------------|:-------|:-----------------|:--------------|:--------|
|   0 |        23 | ![](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                  |             |                |             |       |                    |         |                   |           |         |                  |         |        |              |          |              |        |           |         |       |           |         |               |                |                    |        |                  |               |         |
|   1 |         7 | ![](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            |          |              |        |           |         |       |           |         |               |                |                    |        |                  |               |         |
|   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         | X       | X             | X              | X                  | X      | X                | X             | X       |