
# Dataset of mashiro/静山マシロ/真白 (Blue Archive)

This is the dataset of mashiro/静山マシロ/真白 (Blue Archive), containing 273 images and their tags.

The core tags of this character are `black_hair, purple_eyes, bangs, short_hair, halo, wings, black_wings, hairband, bow, feathered_wings`, 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 | 387.08 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mashiro_bluearchive/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      273 | 194.45 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mashiro_bluearchive/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      674 | 435.07 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mashiro_bluearchive/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      273 | 328.77 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mashiro_bluearchive/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      674 | 665.06 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mashiro_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/mashiro_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 |        38 | ![](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, black_serafuku, solo, black_skirt, long_sleeves, looking_at_viewer, black_sailor_collar, pleated_skirt, simple_background, armband, blush, white_background, black_shirt, black_choker, red_bowtie, closed_mouth, low_wings, black_gloves, fingerless_gloves, sitting, crop_top                                                                     |
|   1 |        18 | ![](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_bikini, holding_food, looking_at_viewer, off_shoulder, pink_jacket, popsicle, solo, white_hairband, collarbone, frilled_bikini, bare_shoulders, blush, open_jacket, simple_background, navel, bow_hairband, white_background, black_choker, long_sleeves, upper_body                                                                          |
|   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, bare_shoulders, black_bikini, blue_sky, blush, day, frilled_bikini, holding_food, long_sleeves, looking_at_viewer, navel, off_shoulder, open_jacket, outdoors, pink_jacket, popsicle, solo, white_hairband, collarbone, hair_between_eyes, parted_lips, sitting, sweat, black_choker, bow_hairband, breasts, cloud, low_wings, open_mouth, umbrella |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_serafuku   | solo   | black_skirt   | long_sleeves   | looking_at_viewer   | black_sailor_collar   | pleated_skirt   | simple_background   | armband   | blush   | white_background   | black_shirt   | black_choker   | red_bowtie   | closed_mouth   | low_wings   | black_gloves   | fingerless_gloves   | sitting   | crop_top   | black_bikini   | holding_food   | off_shoulder   | pink_jacket   | popsicle   | white_hairband   | collarbone   | frilled_bikini   | bare_shoulders   | open_jacket   | navel   | bow_hairband   | upper_body   | blue_sky   | day   | outdoors   | hair_between_eyes   | parted_lips   | sweat   | breasts   | cloud   | open_mouth   | umbrella   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:-------|:--------------|:---------------|:--------------------|:----------------------|:----------------|:--------------------|:----------|:--------|:-------------------|:--------------|:---------------|:-------------|:---------------|:------------|:---------------|:--------------------|:----------|:-----------|:---------------|:---------------|:---------------|:--------------|:-----------|:-----------------|:-------------|:-----------------|:-----------------|:--------------|:--------|:---------------|:-------------|:-----------|:------|:-----------|:--------------------|:--------------|:--------|:----------|:--------|:-------------|:-----------|
|   0 |        38 | ![](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          |                |                |                |               |            |                  |              |                  |                  |               |         |                |              |            |       |            |                     |               |         |           |         |              |            |
|   1 |        18 | ![](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 |         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                | 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 mashiro/静山マシロ/真白 (Blue Archive)
==========================================


This is the dataset of mashiro/静山マシロ/真白 (Blue Archive), containing 273 images and their tags.


The core tags of this character are 'black\_hair, purple\_eyes, bangs, short\_hair, halo, wings, black\_wings, hairband, bow, feathered\_wings', 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