---
license: mit
task_categories:
- text-to-image
tags:
- art
- not-for-all-audiences
size_categories:
- n<1K
---

# Dataset of meru/姫木メル/梅露 (Blue Archive)

This is the dataset of meru/姫木メル/梅露 (Blue Archive), containing 52 images and their tags.

The core tags of this character are `long_hair, glasses, hair_ornament, hairclip, halo, blue_eyes, green_hair, black-framed_eyewear, ahoge, 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              |       52 | 71.53 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/meru_bluearchive/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200             |       52 | 59.61 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/meru_bluearchive/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      120 | 125.12 MiB | [Download](https://huggingface.co/datasets/CyberHarem/meru_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/meru_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 |        22 | ![](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, long_sleeves, solo, fur-trimmed_coat, open_mouth, blush, looking_at_viewer, white_coat, simple_background, holding_stylus, red_sweater, white_background, smile, forehead, turtleneck_sweater, bangs_pinned_back, upper_body, black_pantyhose, mouth_mask, black_gloves, fang, grey_hair |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | long_sleeves   | solo   | fur-trimmed_coat   | open_mouth   | blush   | looking_at_viewer   | white_coat   | simple_background   | holding_stylus   | red_sweater   | white_background   | smile   | forehead   | turtleneck_sweater   | bangs_pinned_back   | upper_body   | black_pantyhose   | mouth_mask   | black_gloves   | fang   | grey_hair   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:-------|:-------------------|:-------------|:--------|:--------------------|:-------------|:--------------------|:-----------------|:--------------|:-------------------|:--------|:-----------|:---------------------|:--------------------|:-------------|:------------------|:-------------|:---------------|:-------|:------------|
|   0 |        22 | ![](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      | X           |