
# Dataset of hanako/浦和ハナコ/花子 (Blue Archive)

This is the dataset of hanako/浦和ハナコ/花子 (Blue Archive), containing 500 images and their tags.

The core tags of this character are `pink_hair, long_hair, breasts, halo, green_eyes, bangs, ahoge, large_breasts, braid, bow, hair_bow, hair_between_eyes, white_bow, very_long_hair`, 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 | 1.04 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/hanako_bluearchive/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 465.67 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hanako_bluearchive/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1344 | 1.06 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/hanako_bluearchive/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 870.64 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hanako_bluearchive/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1344 | 1.76 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/hanako_bluearchive/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/hanako_bluearchive',
    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 |         6 | ![](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, blush, completely_nude, looking_at_viewer, navel, nipples, smile, solo, pussy, armpits, arms_behind_head, arms_up, collarbone, cowboy_shot, open_mouth, simple_background, stomach                                                                                                    |
|   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, blush, cleavage, closed_mouth, holding, looking_at_viewer, see-through, smile, solo, water, white_shirt, collarbone, collared_shirt, hose, wet_shirt, bikini_under_clothes, long_sleeves, sitting, thighs, dress_shirt, side_braid, simple_background, white_background               |
|   2 |        13 | ![](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, cleavage, collared_shirt, long_sleeves, looking_at_viewer, smile, solo, white_shirt, collarbone, closed_mouth, simple_background, white_background, hose, holding, water, wet_clothes                                                                                          |
|   3 |         8 | ![](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, blush, cleavage, day, long_sleeves, looking_at_viewer, see-through, smile, solo, white_shirt, blue_sky, collared_shirt, holding, outdoors, water, bikini_under_clothes, collarbone, closed_mouth, cloud, hose, wet_shirt, dress_shirt, pink_bikini, beach, ocean, sleeves_past_wrists |
|   4 |         8 | ![](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, blush, cleavage, collarbone, long_sleeves, looking_at_viewer, see-through, solo, white_shirt, smile, wet_clothes, collared_shirt, pink_bikini, open_mouth, simple_background, white_background                                                                                        |
|   5 |        13 | ![](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, looking_at_viewer, short_sleeves, solo, pleated_skirt, white_skirt, white_shirt, simple_background, smile, white_background, blue_sailor_collar, single_braid, open_mouth, pink_bowtie, white_serafuku                                                                         |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | blush   | completely_nude   | looking_at_viewer   | navel   | nipples   | smile   | solo   | pussy   | armpits   | arms_behind_head   | arms_up   | collarbone   | cowboy_shot   | open_mouth   | simple_background   | stomach   | cleavage   | closed_mouth   | holding   | see-through   | water   | white_shirt   | collared_shirt   | hose   | wet_shirt   | bikini_under_clothes   | long_sleeves   | sitting   | thighs   | dress_shirt   | side_braid   | white_background   | wet_clothes   | day   | blue_sky   | outdoors   | cloud   | pink_bikini   | beach   | ocean   | sleeves_past_wrists   | short_sleeves   | pleated_skirt   | white_skirt   | blue_sailor_collar   | single_braid   | pink_bowtie   | white_serafuku   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:------------------|:--------------------|:--------|:----------|:--------|:-------|:--------|:----------|:-------------------|:----------|:-------------|:--------------|:-------------|:--------------------|:----------|:-----------|:---------------|:----------|:--------------|:--------|:--------------|:-----------------|:-------|:------------|:-----------------------|:---------------|:----------|:---------|:--------------|:-------------|:-------------------|:--------------|:------|:-----------|:-----------|:--------|:--------------|:--------|:--------|:----------------------|:----------------|:----------------|:--------------|:---------------------|:---------------|:--------------|:-----------------|
|   0 |         6 | ![](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         |            |                |           |               |         |               |                  |        |             |                        |                |           |          |               |              |                    |               |       |            |            |         |               |         |         |                       |                 |                 |               |                      |                |               |                  |
|   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             | X            | X                  |               |       |            |            |         |               |         |         |                       |                 |                 |               |                      |                |               |                  |
|   2 |        13 | ![](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 |         8 | ![](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                     |                 |                 |               |                      |                |               |                  |
|   4 |         8 | ![](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             |         |         |                       |                 |                 |               |                      |                |               |                  |
|   5 |        13 | ![](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                |


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 hanako/浦和ハナコ/花子 (Blue Archive)
=========================================


This is the dataset of hanako/浦和ハナコ/花子 (Blue Archive), containing 500 images and their tags.


The core tags of this character are 'pink\_hair, long\_hair, breasts, halo, green\_eyes, bangs, ahoge, large\_breasts, braid, bow, hair\_bow, hair\_between\_eyes, white\_bow, very\_long\_hair', 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