
# Dataset of iroha/棗イロハ/伊吕波 (Blue Archive)

This is the dataset of iroha/棗イロハ/伊吕波 (Blue Archive), containing 500 images and their tags.

The core tags of this character are `long_hair, red_hair, halo, bangs, hat, peaked_cap, hair_between_eyes, very_long_hair, grey_eyes, black_headwear, military_hat`, 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 | 818.76 MiB | [Download](https://huggingface.co/datasets/CyberHarem/iroha_bluearchive/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 370.00 MiB | [Download](https://huggingface.co/datasets/CyberHarem/iroha_bluearchive/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1329 | 865.15 MiB | [Download](https://huggingface.co/datasets/CyberHarem/iroha_bluearchive/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 671.24 MiB | [Download](https://huggingface.co/datasets/CyberHarem/iroha_bluearchive/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1329 | 1.38 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/iroha_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/iroha_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 |        11 | ![](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, armband, black_shirt, blush, jacket, long_sleeves, looking_at_viewer, military_uniform, red_necktie, simple_background, solo, white_background, black_skirt, coat, collared_shirt, open_clothes                                                                                                           |
|   1 |         6 | ![](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, armband, black_shirt, collared_shirt, long_sleeves, looking_at_viewer, military_uniform, red_necktie, simple_background, solo, blush, military_jacket, safety_pin, upper_body, grin, holding_book, ribbon, white_background, open_jacket                                                                  |
|   2 |         5 | ![](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, small_breasts, solo, blush, simple_background, white_background, collarbone, long_sleeves, navel, nipples, open_mouth, sweat, upper_body, :d, jacket, open_clothes                                                                                                                     |
|   3 |         9 | ![](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, nipples, small_breasts, navel, pussy, 1boy, hetero, open_mouth, solo_focus, spread_legs, collarbone, completely_nude, looking_at_viewer, sex, cum, mosaic_censoring, penis, sweat, vaginal, on_back, smile                                                                                         |
|   4 |         5 | ![](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, fake_animal_ears, looking_at_viewer, playboy_bunny, rabbit_ears, simple_background, small_breasts, solo, strapless_leotard, white_background, bare_shoulders, hairband, black_leotard, black_pantyhose, grin, red_bowtie, wrist_cuffs, black_bow, full_body, long_sleeves, wariza |
|   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) | enmaided, looking_at_viewer, maid_headdress, white_apron, 1girl, black_dress, blush, maid_apron, neck_ribbon, simple_background, solo, white_background, puffy_short_sleeves, black_gloves, black_ribbon, frilled_apron, hand_on_hip, long_sleeves, open_mouth, pantyhose, red_ribbon                            |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | armband   | black_shirt   | blush   | jacket   | long_sleeves   | looking_at_viewer   | military_uniform   | red_necktie   | simple_background   | solo   | white_background   | black_skirt   | coat   | collared_shirt   | open_clothes   | military_jacket   | safety_pin   | upper_body   | grin   | holding_book   | ribbon   | open_jacket   | small_breasts   | collarbone   | navel   | nipples   | open_mouth   | sweat   | :d   | pussy   | 1boy   | hetero   | solo_focus   | spread_legs   | completely_nude   | sex   | cum   | mosaic_censoring   | penis   | vaginal   | on_back   | smile   | detached_collar   | fake_animal_ears   | playboy_bunny   | rabbit_ears   | strapless_leotard   | bare_shoulders   | hairband   | black_leotard   | black_pantyhose   | red_bowtie   | wrist_cuffs   | black_bow   | full_body   | wariza   | enmaided   | maid_headdress   | white_apron   | black_dress   | maid_apron   | neck_ribbon   | puffy_short_sleeves   | black_gloves   | black_ribbon   | frilled_apron   | hand_on_hip   | pantyhose   | red_ribbon   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:----------|:--------------|:--------|:---------|:---------------|:--------------------|:-------------------|:--------------|:--------------------|:-------|:-------------------|:--------------|:-------|:-----------------|:---------------|:------------------|:-------------|:-------------|:-------|:---------------|:---------|:--------------|:----------------|:-------------|:--------|:----------|:-------------|:--------|:-----|:--------|:-------|:---------|:-------------|:--------------|:------------------|:------|:------|:-------------------|:--------|:----------|:----------|:--------|:------------------|:-------------------|:----------------|:--------------|:--------------------|:-----------------|:-----------|:----------------|:------------------|:-------------|:--------------|:------------|:------------|:---------|:-----------|:-----------------|:--------------|:--------------|:-------------|:--------------|:----------------------|:---------------|:---------------|:----------------|:--------------|:------------|:-------------|
|   0 |        11 | ![](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              |                   |              |              |        |                |          |               |                 |              |         |           |              |         |      |         |        |          |              |               |                   |       |       |                    |         |           |           |         |                   |                    |                 |               |                     |                  |            |                 |                   |              |               |             |             |          |            |                  |               |               |              |               |                       |                |                |                 |               |             |              |
|   1 |         6 | ![](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 |         5 | ![](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 |         9 | ![](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       |                   |                    |                 |               |                     |                  |            |                 |                   |              |               |             |             |          |            |                  |               |               |              |               |                       |                |                |                 |               |             |              |
|   4 |         5 | ![](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        |            |                  |               |               |              |               |                       |                |                |                 |               |             |              |
|   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              | 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 iroha/棗イロハ/伊吕波 (Blue Archive)
========================================


This is the dataset of iroha/棗イロハ/伊吕波 (Blue Archive), containing 500 images and their tags.


The core tags of this character are 'long\_hair, red\_hair, halo, bangs, hat, peaked\_cap, hair\_between\_eyes, very\_long\_hair, grey\_eyes, black\_headwear, military\_hat', 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