
# Dataset of hatsune_miku/初音ミク/初音未来 (Blue Archive)

This is the dataset of hatsune_miku/初音ミク/初音未来 (Blue Archive), containing 500 images and their tags.

The core tags of this character are `long_hair, twintails, very_long_hair, aqua_hair, bangs, blue_eyes, aqua_eyes, blue_hair, hair_between_eyes, hair_ornament, 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              |      500 | 901.91 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hatsune_miku_bluearchive/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 486.25 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hatsune_miku_bluearchive/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1196 | 979.63 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hatsune_miku_bluearchive/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 781.97 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hatsune_miku_bluearchive/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1196 | 1.36 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/hatsune_miku_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/hatsune_miku_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 |         9 | ![](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, looking_at_viewer, solo, medium_breasts, china_dress, hair_flower, short_sleeves, green_hair, smile, white_dress, cleavage_cutout, holding_fan, bow, green_eyes, nail_polish, pink_flower, sitting                                                                                                                                                                            |
|   1 |        22 | ![](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, solo, white_dress, bare_shoulders, strapless_dress, full_body, looking_at_viewer, closed_mouth, green_hair, ribbon, smile, collarbone, gold_trim, green_eyes, jewelry, white_thighhighs, floating_hair, standing, black_background, see-through_dress, gloves, simple_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, looking_at_viewer, solo, sleeveless_dress, black_dress, cleavage, hair_ribbon, simple_background, white_background, black_ribbon, small_breasts, air_bubble, full_body, smile, underwater                                                                                                                                                                                     |
|   3 |        25 | ![](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, looking_at_viewer, solo, black_skirt, detached_sleeves, black_thighhighs, necktie, pleated_skirt, sleeveless_shirt, bare_shoulders, smile, white_background, collared_shirt, blush, thigh_boots, white_shirt, zettai_ryouiki, black_sleeves, long_sleeves, simple_background, full_body, miniskirt, black_footwear, closed_mouth, headphones, nail_polish, open_mouth, tattoo |
|   4 |         9 | ![](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, skirt, solo, thighhighs, detached_sleeves, looking_at_viewer, necktie, character_name, thigh_boots                                                                                                                                                                                                                                                                            |
|   5 |         5 | ![](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, navel, solo, looking_at_viewer, blush, lying, striped_bra, striped_panties, thighhighs, underwear_only                                                                                                                                                                                                                                                                        |
|   6 |        11 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-sample4.png) | 1girl, bare_shoulders, detached_sleeves, detached_collar, frills, looking_at_viewer, solo, tiara, earrings, juliet_sleeves, open_mouth, striped_sleeves, :d, blush, closed_mouth, collarbone, beamed_eighth_notes, bow, skirt_hold, snowflakes, strapless_dress                                                                                                                      |
|   7 |         5 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-sample4.png) | 1girl, fingerless_gloves, star_(symbol), constellation_print, detached_sleeves, earrings, hairclip, looking_at_viewer, solo, wand, blue_dress, hair_ribbon, holding, snowflakes, ahoge, choker, frills, hair_bow, hand_up, striped_ribbon, white_background                                                                                                                          |
|   8 |        12 | ![](samples/8/clu8-sample0.png) | ![](samples/8/clu8-sample1.png) | ![](samples/8/clu8-sample2.png) | ![](samples/8/clu8-sample3.png) | ![](samples/8/clu8-sample4.png) | 1girl, kimono, solo, hair_flower, looking_at_viewer, long_sleeves, obi, smile, wide_sleeves, floral_print, holding_umbrella, oil-paper_umbrella, leaf                                                                                                                                                                                                                                |
|   9 |        11 | ![](samples/9/clu9-sample0.png) | ![](samples/9/clu9-sample1.png) | ![](samples/9/clu9-sample2.png) | ![](samples/9/clu9-sample3.png) | ![](samples/9/clu9-sample4.png) | 1girl, looking_at_viewer, solo, day, outdoors, navel, blue_sky, cloud, open_mouth, water, blush, ocean, stomach, striped_bikini, :d, bare_shoulders, collarbone, medium_breasts, side-tie_bikini_bottom, standing, arm_up, front-tie_top, hair_ribbon, halterneck, hibiscus, holding, innertube, off_shoulder, small_breasts, thighs, white_bikini                                   |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | looking_at_viewer   | solo   | medium_breasts   | china_dress   | hair_flower   | short_sleeves   | green_hair   | smile   | white_dress   | cleavage_cutout   | holding_fan   | bow   | green_eyes   | nail_polish   | pink_flower   | sitting   | bare_shoulders   | strapless_dress   | full_body   | closed_mouth   | ribbon   | collarbone   | gold_trim   | jewelry   | white_thighhighs   | floating_hair   | standing   | black_background   | see-through_dress   | gloves   | simple_background   | sleeveless_dress   | black_dress   | cleavage   | hair_ribbon   | white_background   | black_ribbon   | small_breasts   | air_bubble   | underwater   | black_skirt   | detached_sleeves   | black_thighhighs   | necktie   | pleated_skirt   | sleeveless_shirt   | collared_shirt   | blush   | thigh_boots   | white_shirt   | zettai_ryouiki   | black_sleeves   | long_sleeves   | miniskirt   | black_footwear   | headphones   | open_mouth   | tattoo   | skirt   | thighhighs   | character_name   | navel   | lying   | striped_bra   | striped_panties   | underwear_only   | detached_collar   | frills   | tiara   | earrings   | juliet_sleeves   | striped_sleeves   | :d   | beamed_eighth_notes   | skirt_hold   | snowflakes   | fingerless_gloves   | star_(symbol)   | constellation_print   | hairclip   | wand   | blue_dress   | holding   | ahoge   | choker   | hair_bow   | hand_up   | striped_ribbon   | kimono   | obi   | wide_sleeves   | floral_print   | holding_umbrella   | oil-paper_umbrella   | leaf   | day   | outdoors   | blue_sky   | cloud   | water   | ocean   | stomach   | striped_bikini   | side-tie_bikini_bottom   | arm_up   | front-tie_top   | halterneck   | hibiscus   | innertube   | off_shoulder   | thighs   | white_bikini   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-------|:-----------------|:--------------|:--------------|:----------------|:-------------|:--------|:--------------|:------------------|:--------------|:------|:-------------|:--------------|:--------------|:----------|:-----------------|:------------------|:------------|:---------------|:---------|:-------------|:------------|:----------|:-------------------|:----------------|:-----------|:-------------------|:--------------------|:---------|:--------------------|:-------------------|:--------------|:-----------|:--------------|:-------------------|:---------------|:----------------|:-------------|:-------------|:--------------|:-------------------|:-------------------|:----------|:----------------|:-------------------|:-----------------|:--------|:--------------|:--------------|:-----------------|:----------------|:---------------|:------------|:-----------------|:-------------|:-------------|:---------|:--------|:-------------|:-----------------|:--------|:--------|:--------------|:------------------|:-----------------|:------------------|:---------|:--------|:-----------|:-----------------|:------------------|:-----|:----------------------|:-------------|:-------------|:--------------------|:----------------|:----------------------|:-----------|:-------|:-------------|:----------|:--------|:---------|:-----------|:----------|:-----------------|:---------|:------|:---------------|:---------------|:-------------------|:---------------------|:-------|:------|:-----------|:-----------|:--------|:--------|:--------|:----------|:-----------------|:-------------------------|:---------|:----------------|:-------------|:-----------|:------------|:---------------|:---------|:---------------|
|   0 |         9 | ![](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 |        22 | ![](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                   |                    |               |            |               |                    |                |                 |              |              |               |                    |                    |           |                 |                    |                  |         |               |               |                  |                 |                |             |                  |              |              |          |         |              |                  |         |         |               |                   |                  |                   |          |         |            |                  |                   |      |                       |              |              |                     |                 |                       |            |        |              |           |         |          |            |           |                  |          |       |                |                |                    |                      |        |       |            |            |         |         |         |           |                  |                          |          |                 |              |            |             |                |          |                |
|   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            |               |                    |                    |           |                 |                    |                  |         |               |               |                  |                 |                |             |                  |              |              |          |         |              |                  |         |         |               |                   |                  |                   |          |         |            |                  |                   |      |                       |              |              |                     |                 |                       |            |        |              |           |         |          |            |           |                  |          |       |                |                |                    |                      |        |       |            |            |         |         |         |           |                  |                          |          |                 |              |            |             |                |          |                |
|   3 |        25 | ![](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            | X            | X        |         |              |                  |         |         |               |                   |                  |                   |          |         |            |                  |                   |      |                       |              |              |                     |                 |                       |            |        |              |           |         |          |            |           |                  |          |       |                |                |                    |                      |        |       |            |            |         |         |         |           |                  |                          |          |                 |              |            |             |                |          |                |
|   4 |         9 | ![](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                |         |         |               |                   |                  |                   |          |         |            |                  |                   |      |                       |              |              |                     |                 |                       |            |        |              |           |         |          |            |           |                  |          |       |                |                |                    |                      |        |       |            |            |         |         |         |           |                  |                          |          |                 |              |            |             |                |          |                |
|   5 |         5 | ![](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                |                   |          |         |            |                  |                   |      |                       |              |              |                     |                 |                       |            |        |              |           |         |          |            |           |                  |          |       |                |                |                    |                      |        |       |            |            |         |         |         |           |                  |                          |          |                 |              |            |             |                |          |                |
|   6 |        11 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-sample4.png) | X       | X                   | X      |                  |               |               |                 |              |         |               |                   |               | X     |              |               |               |           | X                | X                 |             | X              |          | X            |             |           |                    |                 |            |                    |                     |          |                     |                    |               |            |               |                    |                |                 |              |              |               | X                  |                    |           |                 |                    |                  | X       |               |               |                  |                 |                |             |                  |              | X            |          |         |              |                  |         |         |               |                   |                  | X                 | X        | X       | X          | X                | X                 | X    | X                     | X            | X            |                     |                 |                       |            |        |              |           |         |          |            |           |                  |          |       |                |                |                    |                      |        |       |            |            |         |         |         |           |                  |                          |          |                 |              |            |             |                |          |                |
|   7 |         5 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-sample4.png) | X       | X                   | X      |                  |               |               |                 |              |         |               |                   |               |       |              |               |               |           |                  |                   |             |                |          |              |             |           |                    |                 |            |                    |                     |          |                     |                    |               |            | X             | X                  |                |                 |              |              |               | X                  |                    |           |                 |                    |                  |         |               |               |                  |                 |                |             |                  |              |              |          |         |              |                  |         |         |               |                   |                  |                   | X        |         | X          |                  |                   |      |                       |              | X            | X                   | X               | X                     | X          | X      | X            | X         | X       | X        | X          | X         | X                |          |       |                |                |                    |                      |        |       |            |            |         |         |         |           |                  |                          |          |                 |              |            |             |                |          |                |
|   8 |        12 | ![](samples/8/clu8-sample0.png) | ![](samples/8/clu8-sample1.png) | ![](samples/8/clu8-sample2.png) | ![](samples/8/clu8-sample3.png) | ![](samples/8/clu8-sample4.png) | X       | X                   | X      |                  |               | X             |                 |              | X       |               |                   |               |       |              |               |               |           |                  |                   |             |                |          |              |             |           |                    |                 |            |                    |                     |          |                     |                    |               |            |               |                    |                |                 |              |              |               |                    |                    |           |                 |                    |                  |         |               |               |                  |                 | X              |             |                  |              |              |          |         |              |                  |         |         |               |                   |                  |                   |          |         |            |                  |                   |      |                       |              |              |                     |                 |                       |            |        |              |           |         |          |            |           |                  | X        | X     | X              | X              | X                  | X                    | X      |       |            |            |         |         |         |           |                  |                          |          |                 |              |            |             |                |          |                |
|   9 |        11 | ![](samples/9/clu9-sample0.png) | ![](samples/9/clu9-sample1.png) | ![](samples/9/clu9-sample2.png) | ![](samples/9/clu9-sample3.png) | ![](samples/9/clu9-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        | 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 hatsune\_miku/初音ミク/初音未来 (Blue Archive)
=================================================


This is the dataset of hatsune\_miku/初音ミク/初音未来 (Blue Archive), containing 500 images and their tags.


The core tags of this character are 'long\_hair, twintails, very\_long\_hair, aqua\_hair, bangs, blue\_eyes, aqua\_eyes, blue\_hair, hair\_between\_eyes, hair\_ornament, 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(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