
# Dataset of neru/美甘ネル/尼禄 (Blue Archive)

This is the dataset of neru/美甘ネル/尼禄 (Blue Archive), containing 500 images and their tags.

The core tags of this character are `braid, mole, red_eyes, mole_under_eye, bangs, halo, ahoge, single_braid, breasts, orange_hair, small_breasts, animal_ears, fake_animal_ears, rabbit_ears, bow, short_hair, red_bow, hair_between_eyes, pink_hair`, 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 | 874.22 MiB | [Download](https://huggingface.co/datasets/CyberHarem/neru_bluearchive/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 421.63 MiB | [Download](https://huggingface.co/datasets/CyberHarem/neru_bluearchive/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1297 | 969.69 MiB | [Download](https://huggingface.co/datasets/CyberHarem/neru_bluearchive/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 738.83 MiB | [Download](https://huggingface.co/datasets/CyberHarem/neru_bluearchive/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1297 | 1.50 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/neru_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/neru_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 |        27 | ![](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, maid_headdress, white_shirt, solo, frills, long_sleeves, looking_at_viewer, black_skirt, pleated_skirt, open_jacket, simple_background, apron, ear_piercing, white_background, asymmetrical_bangs, open_mouth, collarbone, blush, fang, stud_earrings, belt                                                                                                                                                                           |
|   1 |        14 | ![](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, jacket, maid_headdress, sig_sauer, solo, apron, chain, submachine_gun, frills, pleated_skirt, looking_at_viewer, open_mouth, white_shirt, black_skirt, holding_gun, open_clothes, fang, full_body, sneakers                                                                                                                                                                                                                           |
|   2 |         8 | ![](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, detached_collar, playboy_bunny, red_bowtie, red_leotard, sig_sauer, solo, strapless_leotard, submachine_gun, traditional_bowtie, looking_at_viewer, print_jacket, bare_legs, cowboy_shot, chain, holding_gun, simple_background, standing, white_jacket                                                                                                                                                                               |
|   3 |        11 | ![](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, detached_collar, playboy_bunny, red_bowtie, red_leotard, solo, strapless_leotard, traditional_bowtie, asymmetrical_bangs, looking_at_viewer, sitting, print_jacket, bare_legs, mosaic_censoring                                                                                                                                                                                                                                       |
|   4 |        10 | ![](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, blush, detached_collar, looking_at_viewer, playboy_bunny, red_bowtie, red_leotard, solo, strapless_leotard, traditional_bowtie, open_mouth, bare_shoulders, cowboy_shot, groin, off_shoulder, print_jacket, simple_background, white_background, fang, highleg_leotard, bare_legs, covered_navel, long_sleeves, open_jacket, white_jacket, standing, thighs                                                                           |
|   5 |         9 | ![](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, bandaid_on_knee, bare_legs, bare_shoulders, blush, detached_collar, high_heels, looking_at_viewer, playboy_bunny, red_bowtie, red_footwear, red_leotard, simple_background, solo, traditional_bowtie, off_shoulder, white_background, full_body, strapless_leotard, asymmetrical_bangs, official_alternate_costume, sitting, open_jacket, print_jacket, white_jacket, open_mouth, shoe_dangle                                         |
|   6 |         5 | ![](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, bandaid_on_knee, bare_shoulders, blush, detached_collar, looking_at_viewer, off_shoulder, open_jacket, playboy_bunny, print_jacket, red_bowtie, red_leotard, sitting, solo, strapless_leotard, traditional_bowtie, asymmetrical_bangs, bare_legs, floral_print, hairband, long_sleeves, open_mouth, white_jacket, fang, high_heels, huge_ahoge, official_alternate_costume, red_footwear, simple_background, thighs, white_background |
|   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, ass, bare_legs, detached_collar, from_behind, looking_at_viewer, looking_back, playboy_bunny, rabbit_tail, red_leotard, solo, strapless_leotard, bare_shoulders, blush, bowtie, simple_background, white_background, full_body, open_mouth, red_hair                                                                                                                                                                                  |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | maid_headdress   | white_shirt   | solo   | frills   | long_sleeves   | looking_at_viewer   | black_skirt   | pleated_skirt   | open_jacket   | simple_background   | apron   | ear_piercing   | white_background   | asymmetrical_bangs   | open_mouth   | collarbone   | blush   | fang   | stud_earrings   | belt   | jacket   | sig_sauer   | chain   | submachine_gun   | holding_gun   | open_clothes   | full_body   | sneakers   | detached_collar   | playboy_bunny   | red_bowtie   | red_leotard   | strapless_leotard   | traditional_bowtie   | print_jacket   | bare_legs   | cowboy_shot   | standing   | white_jacket   | sitting   | mosaic_censoring   | bare_shoulders   | groin   | off_shoulder   | highleg_leotard   | covered_navel   | thighs   | bandaid_on_knee   | high_heels   | red_footwear   | official_alternate_costume   | shoe_dangle   | floral_print   | hairband   | huge_ahoge   | ass   | from_behind   | looking_back   | rabbit_tail   | bowtie   | red_hair   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:--------------|:-------|:---------|:---------------|:--------------------|:--------------|:----------------|:--------------|:--------------------|:--------|:---------------|:-------------------|:---------------------|:-------------|:-------------|:--------|:-------|:----------------|:-------|:---------|:------------|:--------|:-----------------|:--------------|:---------------|:------------|:-----------|:------------------|:----------------|:-------------|:--------------|:--------------------|:---------------------|:---------------|:------------|:--------------|:-----------|:---------------|:----------|:-------------------|:-----------------|:--------|:---------------|:------------------|:----------------|:---------|:------------------|:-------------|:---------------|:-----------------------------|:--------------|:---------------|:-----------|:-------------|:------|:--------------|:---------------|:--------------|:---------|:-----------|
|   0 |        27 | ![](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 |        14 | ![](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          |                   |                 |              |               |                     |                      |                |             |               |            |                |           |                    |                  |         |                |                   |                 |          |                   |              |                |                              |               |                |            |              |       |               |                |               |          |            |
|   2 |         8 | ![](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              |           |                    |                  |         |                |                   |                 |          |                   |              |                |                              |               |                |            |              |       |               |                |               |          |            |
|   3 |        11 | ![](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                  |                  |         |                |                   |                 |          |                   |              |                |                              |               |                |            |              |       |               |                |               |          |            |
|   4 |        10 | ![](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              | X           | X             | X          | X              |           |                    | X                | X       | X              | X                 | X               | X        |                   |              |                |                              |               |                |            |              |       |               |                |               |          |            |
|   5 |         9 | ![](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                    | X              | X           |               |            | X              | X         |                    | X                |         | X              |                   |                 |          | X                 | X            | X              | X                            | X             |                |            |              |       |               |                |               |          |            |
|   6 |         5 | ![](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         |                    | 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          |


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 neru/美甘ネル/尼禄 (Blue Archive)
======================================


This is the dataset of neru/美甘ネル/尼禄 (Blue Archive), containing 500 images and their tags.


The core tags of this character are 'braid, mole, red\_eyes, mole\_under\_eye, bangs, halo, ahoge, single\_braid, breasts, orange\_hair, small\_breasts, animal\_ears, fake\_animal\_ears, rabbit\_ears, bow, short\_hair, red\_bow, hair\_between\_eyes, pink\_hair', 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