
# Dataset of yoshimi/伊原木ヨシミ/好美 (Blue Archive)

This is the dataset of yoshimi/伊原木ヨシミ/好美 (Blue Archive), containing 291 images and their tags.

The core tags of this character are `twintails, blonde_hair, ribbon, hair_ribbon, halo, ahoge, bangs, brown_eyes, long_hair, white_ribbon`, 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              |      291 | 406.79 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yoshimi_bluearchive/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      291 | 210.11 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yoshimi_bluearchive/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      750 | 482.85 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yoshimi_bluearchive/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      291 | 348.20 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yoshimi_bluearchive/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      750 | 752.29 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yoshimi_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/yoshimi_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 |        15 | ![](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, red_jacket, solo, black_thighhighs, blush, pink_skirt, white_background, looking_at_viewer, pleated_skirt, simple_background, ass, long_sleeves, track_jacket, bag, miniskirt, pantyshot, white_panties, closed_mouth, hair_between_eyes, hood                    |
|   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, black_thighhighs, blush, pleated_skirt, red_jacket, simple_background, solo, white_background, long_sleeves, pink_skirt, track_jacket, full_body, shoes, white_footwear, hair_between_eyes                                                                        |
|   2 |        14 | ![](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, long_sleeves, looking_at_viewer, red_jacket, simple_background, solo, white_background, hair_between_eyes, pleated_skirt, pink_skirt, track_jacket, hooded_jacket, school_uniform, closed_mouth, sailor_collar, black_thighhighs, zettai_ryouiki           |
|   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, blush, enmaided, looking_at_viewer, maid_headdress, black_footwear, frilled_apron, full_body, puffy_short_sleeves, shoes, solo, wrist_cuffs, black_dress, maid_apron, simple_background, standing, white_apron, border, clothes_lift, pantyhose, white_thighhighs |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | red_jacket   | solo   | black_thighhighs   | blush   | pink_skirt   | white_background   | looking_at_viewer   | pleated_skirt   | simple_background   | ass   | long_sleeves   | track_jacket   | bag   | miniskirt   | pantyshot   | white_panties   | closed_mouth   | hair_between_eyes   | hood   | full_body   | shoes   | white_footwear   | hooded_jacket   | school_uniform   | sailor_collar   | zettai_ryouiki   | enmaided   | maid_headdress   | black_footwear   | frilled_apron   | puffy_short_sleeves   | wrist_cuffs   | black_dress   | maid_apron   | standing   | white_apron   | border   | clothes_lift   | pantyhose   | white_thighhighs   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------------|:-------|:-------------------|:--------|:-------------|:-------------------|:--------------------|:----------------|:--------------------|:------|:---------------|:---------------|:------|:------------|:------------|:----------------|:---------------|:--------------------|:-------|:------------|:--------|:-----------------|:----------------|:-----------------|:----------------|:-----------------|:-----------|:-----------------|:-----------------|:----------------|:----------------------|:--------------|:--------------|:-------------|:-----------|:--------------|:---------|:---------------|:------------|:-------------------|
|   0 |        15 | ![](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      |             |         |                  |                 |                  |                 |                  |            |                  |                  |                 |                       |               |               |              |            |               |          |                |             |                    |
|   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                |                 |                  |                 |                  |            |                  |                  |                 |                       |               |               |              |            |               |          |                |             |                    |
|   2 |        14 | ![](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                |            |                  |                  |                 |                       |               |               |              |            |               |          |                |             |                    |
|   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              | 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 yoshimi/伊原木ヨシミ/好美 (Blue Archive)
===========================================


This is the dataset of yoshimi/伊原木ヨシミ/好美 (Blue Archive), containing 291 images and their tags.


The core tags of this character are 'twintails, blonde\_hair, ribbon, hair\_ribbon, halo, ahoge, bangs, brown\_eyes, long\_hair, white\_ribbon', 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