
# Dataset of maki/小塗マキ/真纪 (Blue Archive)

This is the dataset of maki/小塗マキ/真纪 (Blue Archive), containing 230 images and their tags.

The core tags of this character are `red_hair, bangs, blue_eyes, halo, hair_between_eyes, long_hair, hat, braid, twin_braids, ahoge, hair_bun`, 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              |      230 | 365.16 MiB | [Download](https://huggingface.co/datasets/CyberHarem/maki_bluearchive/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      230 | 178.50 MiB | [Download](https://huggingface.co/datasets/CyberHarem/maki_bluearchive/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      569 | 395.64 MiB | [Download](https://huggingface.co/datasets/CyberHarem/maki_bluearchive/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      230 | 306.33 MiB | [Download](https://huggingface.co/datasets/CyberHarem/maki_bluearchive/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      569 | 633.08 MiB | [Download](https://huggingface.co/datasets/CyberHarem/maki_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/maki_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 |        16 | ![](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, :d, long_sleeves, open_mouth, solo, beanie, coat, simple_background, white_background, blush, jacket, upper_body, open_clothes, looking_at_viewer, collared_shirt, bag, closed_eyes                                                                                                                                                          |
|   1 |        11 | ![](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, beanie, closed_mouth, solo, upper_body, simple_background, white_background, :t, black_shirt, collared_shirt, looking_at_viewer, eating, hood_down, sweater_vest, coat, holding_bowl, holding_chopsticks, hooded_jacket, white_shirt, blush_stickers, brown_jacket, cropped_torso, food_on_face, open_jacket, puffy_long_sleeves, smile |
|   2 |        63 | ![](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) | double_bun, 1girl, blue_necktie, short_hair, sidelocks, solo, long_sleeves, sweater_vest, collared_shirt, smile, white_shirt, looking_at_viewer, holding, hooded_jacket, pleated_skirt, white_skirt, light_blush, puffy_sleeves, sneakers, spray_can, socks                                                                                         |
|   3 |         5 | ![](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) | 1boy, 1girl, blush, hetero, penis, solo_focus, spread_legs, looking_at_viewer, pov, pussy, sex, vaginal, double_bun, loli, missionary, navel, nipples, open_mouth, pillow, small_breasts, sweat, bar_censor, blue_necktie, collarbone, cum, jacket, mosaic_censoring, nude, on_back, on_bed                                                         |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | :d   | long_sleeves   | open_mouth   | solo   | beanie   | coat   | simple_background   | white_background   | blush   | jacket   | upper_body   | open_clothes   | looking_at_viewer   | collared_shirt   | bag   | closed_eyes   | +_+   | closed_mouth   | :t   | black_shirt   | eating   | hood_down   | sweater_vest   | holding_bowl   | holding_chopsticks   | hooded_jacket   | white_shirt   | blush_stickers   | brown_jacket   | cropped_torso   | food_on_face   | open_jacket   | puffy_long_sleeves   | smile   | double_bun   | blue_necktie   | short_hair   | sidelocks   | holding   | pleated_skirt   | white_skirt   | light_blush   | puffy_sleeves   | sneakers   | spray_can   | socks   | 1boy   | hetero   | penis   | solo_focus   | spread_legs   | pov   | pussy   | sex   | vaginal   | loli   | missionary   | navel   | nipples   | pillow   | small_breasts   | sweat   | bar_censor   | collarbone   | cum   | mosaic_censoring   | nude   | on_back   | on_bed   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----|:---------------|:-------------|:-------|:---------|:-------|:--------------------|:-------------------|:--------|:---------|:-------------|:---------------|:--------------------|:-----------------|:------|:--------------|:------|:---------------|:-----|:--------------|:---------|:------------|:---------------|:---------------|:---------------------|:----------------|:--------------|:-----------------|:---------------|:----------------|:---------------|:--------------|:---------------------|:--------|:-------------|:---------------|:-------------|:------------|:----------|:----------------|:--------------|:--------------|:----------------|:-----------|:------------|:--------|:-------|:---------|:--------|:-------------|:--------------|:------|:--------|:------|:----------|:-------|:-------------|:--------|:----------|:---------|:----------------|:--------|:-------------|:-------------|:------|:-------------------|:-------|:----------|:---------|
|   0 |        16 | ![](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 |        11 | ![](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               | X              | X             | X                    | X       |              |                |              |             |           |                 |               |               |                 |            |             |         |        |          |         |              |               |       |         |       |           |        |              |         |           |          |                 |         |              |              |       |                    |        |           |          |
|   2 |        63 | ![](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       |        |          |         |              |               |       |         |       |           |        |              |         |           |          |                 |         |              |              |       |                    |        |           |          |
|   3 |         5 | ![](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      | 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 maki/小塗マキ/真纪 (Blue Archive)
======================================


This is the dataset of maki/小塗マキ/真纪 (Blue Archive), containing 230 images and their tags.


The core tags of this character are 'red\_hair, bangs, blue\_eyes, halo, hair\_between\_eyes, long\_hair, hat, braid, twin\_braids, ahoge, hair\_bun', 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