
# Dataset of mari/伊落マリー/玛丽 (Blue Archive)

This is the dataset of mari/伊落マリー/玛丽 (Blue Archive), containing 500 images and their tags.

The core tags of this character are `long_hair, halo, blue_eyes, orange_hair, bangs, animal_ears, animal_ear_fluff, hair_ornament, hair_flower, hairband, hair_between_eyes, white_hairband`, 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 | 962.59 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mari_bluearchive/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 419.92 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mari_bluearchive/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1359 | 1.00 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/mari_bluearchive/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 784.34 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mari_bluearchive/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1359 | 1.69 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/mari_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/mari_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 |         5 | ![](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, animal_ear_headwear, blue_neckerchief, blush, habit, hat_flower, long_sleeves, looking_at_viewer, nun, simple_background, single_braid, solo, upper_body, white_background, interlocked_fingers, white_sailor_collar, :d, closed_mouth, open_mouth, own_hands_clasped                                         |
|   1 |         5 | ![](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, animal_ear_headwear, black_footwear, dress, full_body, hat_flower, long_sleeves, looking_at_viewer, mary_janes, nun, single_braid, solo, blue_neckerchief, frills, habit, simple_background, smile, white_background, white_flower, white_sailor_collar, white_socks, own_hands_together, armband, open_mouth |
|   2 |         6 | ![](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, flower, looking_at_viewer, pleated_skirt, serafuku, simple_background, solo, white_background, alternate_hairstyle, blush, long_sleeves, sailor_collar, alternate_costume, hair_ribbon, neckerchief, shirt, sidelocks                                                                                         |
|   3 |         8 | ![](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, looking_at_viewer, official_alternate_costume, solo, flower, gym_uniform, track_jacket, gym_shorts, sidelocks, simple_background, ponytail, white_background, white_shirt, parted_lips, smile, collarbone, gym_shirt, headband, long_sleeves                                                           |
|   4 |        34 | ![](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, flower, looking_at_viewer, official_alternate_costume, solo, track_jacket, water_bottle, holding_bottle, long_sleeves, smile, blush, shorts, two-tone_jacket, simple_background, white_background, closed_mouth, gym_uniform                                                                                  |
|   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) | black_one-piece_swimsuit, blush, flower, looking_at_viewer, 1girl, collarbone, frilled_swimsuit, small_breasts, smile, solo_focus, twin_braids, cat_ears, closed_mouth, covered_navel, simple_background, water                                                                                                      |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | animal_ear_headwear   | blue_neckerchief   | blush   | habit   | hat_flower   | long_sleeves   | looking_at_viewer   | nun   | simple_background   | single_braid   | solo   | upper_body   | white_background   | interlocked_fingers   | white_sailor_collar   | :d   | closed_mouth   | open_mouth   | own_hands_clasped   | black_footwear   | dress   | full_body   | mary_janes   | frills   | smile   | white_flower   | white_socks   | own_hands_together   | armband   | flower   | pleated_skirt   | serafuku   | alternate_hairstyle   | sailor_collar   | alternate_costume   | hair_ribbon   | neckerchief   | shirt   | sidelocks   | official_alternate_costume   | gym_uniform   | track_jacket   | gym_shorts   | ponytail   | white_shirt   | parted_lips   | collarbone   | gym_shirt   | headband   | water_bottle   | holding_bottle   | shorts   | two-tone_jacket   | black_one-piece_swimsuit   | frilled_swimsuit   | small_breasts   | solo_focus   | twin_braids   | cat_ears   | covered_navel   | water   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:----------------------|:-------------------|:--------|:--------|:-------------|:---------------|:--------------------|:------|:--------------------|:---------------|:-------|:-------------|:-------------------|:----------------------|:----------------------|:-----|:---------------|:-------------|:--------------------|:-----------------|:--------|:------------|:-------------|:---------|:--------|:---------------|:--------------|:---------------------|:----------|:---------|:----------------|:-----------|:----------------------|:----------------|:--------------------|:--------------|:--------------|:--------|:------------|:-----------------------------|:--------------|:---------------|:-------------|:-----------|:--------------|:--------------|:-------------|:------------|:-----------|:---------------|:-----------------|:---------|:------------------|:---------------------------|:-------------------|:----------------|:-------------|:--------------|:-----------|:----------------|:--------|
|   0 |         5 | ![](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 |         5 | ![](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         |          |                 |            |                       |                 |                     |               |               |         |             |                              |               |                |              |            |               |               |              |             |            |                |                  |          |                   |                            |                    |                 |              |               |            |                 |         |
|   2 |         6 | ![](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           |                              |               |                |              |            |               |               |              |             |            |                |                  |          |                   |                            |                    |                 |              |               |            |                 |         |
|   3 |         8 | ![](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          |                |                  |          |                   |                            |                    |                 |              |               |            |                 |         |
|   4 |        34 | ![](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       |                |               |                      |           | 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                  | 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 mari/伊落マリー/玛丽 (Blue Archive)
=======================================


This is the dataset of mari/伊落マリー/玛丽 (Blue Archive), containing 500 images and their tags.


The core tags of this character are 'long\_hair, halo, blue\_eyes, orange\_hair, bangs, animal\_ears, animal\_ear\_fluff, hair\_ornament, hair\_flower, hairband, hair\_between\_eyes, white\_hairband', 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