
# Dataset of indianapolis/インディアナポリス/印第安纳波利斯 (Azur Lane)

This is the dataset of indianapolis/インディアナポリス/印第安纳波利斯 (Azur Lane), containing 154 images and their tags.

The core tags of this character are `ahoge, long_hair, very_long_hair, bangs, heart_ahoge, dark_skin, blue_eyes, dark-skinned_female, breasts, pink_hair, twintails, yellow_eyes, heterochromia, medium_breasts, horns, eyes_visible_through_hair, hair_between_eyes, mechanical_horns`, 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              |      154 | 142.64 MiB | [Download](https://huggingface.co/datasets/CyberHarem/indianapolis_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      154 | 96.58 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/indianapolis_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      348 | 191.53 MiB | [Download](https://huggingface.co/datasets/CyberHarem/indianapolis_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      154 | 132.22 MiB | [Download](https://huggingface.co/datasets/CyberHarem/indianapolis_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      348 | 245.71 MiB | [Download](https://huggingface.co/datasets/CyberHarem/indianapolis_azurlane/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/indianapolis_azurlane',
    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 |        74 | ![](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) | heart, looking_at_viewer, 1girl, facepaint, black_gloves, solo, underboob, turtleneck, partially_fingerless_gloves, black_shorts, white_thighhighs, cleavage, blush, covered_mouth, navel, asymmetrical_legwear, bandeau                                                                                                                                                                                                                                                           |
|   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) | 2girls, blue_shirt, blush, cleavage, large_breasts, off_shoulder, open_mouth, side_ponytail, bikini_top_only, black_bikini, black_gloves, black_sailor_collar, black_skirt, facepaint, heart-shaped_pupils, miniskirt, pleated_skirt, purple_hair, sisters, smile, turtleneck, underboob, closed_eyes, looking_at_viewer, partially_fingerless_gloves, bandeau, bare_shoulders, covered_mouth, full_body, grey_footwear, hug, pink_background, shorts, skin_fang, white_thighhighs |
|   2 |        11 | ![](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) | looking_at_viewer, blush, hair_bow, heart, red_skirt, sailor_collar, sitting, white_shirt, white_thighhighs, 1girl, serafuku, solo, closed_mouth, pleated_skirt, red_bow, official_alternate_costume, puffy_short_sleeves, simple_background, black_footwear, open_mouth, shoes, white_background, white_panties, black_necktie, character_doll, low_twintails                                                                                                                     |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | heart   | looking_at_viewer   | 1girl   | facepaint   | black_gloves   | solo   | underboob   | turtleneck   | partially_fingerless_gloves   | black_shorts   | white_thighhighs   | cleavage   | blush   | covered_mouth   | navel   | asymmetrical_legwear   | bandeau   | 2girls   | blue_shirt   | large_breasts   | off_shoulder   | open_mouth   | side_ponytail   | bikini_top_only   | black_bikini   | black_sailor_collar   | black_skirt   | heart-shaped_pupils   | miniskirt   | pleated_skirt   | purple_hair   | sisters   | smile   | closed_eyes   | bare_shoulders   | full_body   | grey_footwear   | hug   | pink_background   | shorts   | skin_fang   | hair_bow   | red_skirt   | sailor_collar   | sitting   | white_shirt   | serafuku   | closed_mouth   | red_bow   | official_alternate_costume   | puffy_short_sleeves   | simple_background   | black_footwear   | shoes   | white_background   | white_panties   | black_necktie   | character_doll   | low_twintails   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:--------|:------------|:---------------|:-------|:------------|:-------------|:------------------------------|:---------------|:-------------------|:-----------|:--------|:----------------|:--------|:-----------------------|:----------|:---------|:-------------|:----------------|:---------------|:-------------|:----------------|:------------------|:---------------|:----------------------|:--------------|:----------------------|:------------|:----------------|:--------------|:----------|:--------|:--------------|:-----------------|:------------|:----------------|:------|:------------------|:---------|:------------|:-----------|:------------|:----------------|:----------|:--------------|:-----------|:---------------|:----------|:-----------------------------|:----------------------|:--------------------|:-----------------|:--------|:-------------------|:----------------|:----------------|:-----------------|:----------------|
|   0 |        74 | ![](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 |         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               | X             | X         | X       | X             | X                | X           | X               | X     | X                 | X        | X           |            |             |                 |           |               |            |                |           |                              |                       |                     |                  |         |                    |                 |                 |                  |                 |
|   2 |        11 | ![](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       | 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 indianapolis/インディアナポリス/印第安纳波利斯 (Azur Lane)
=====================================================


This is the dataset of indianapolis/インディアナポリス/印第安纳波利斯 (Azur Lane), containing 154 images and their tags.


The core tags of this character are 'ahoge, long\_hair, very\_long\_hair, bangs, heart\_ahoge, dark\_skin, blue\_eyes, dark-skinned\_female, breasts, pink\_hair, twintails, yellow\_eyes, heterochromia, medium\_breasts, horns, eyes\_visible\_through\_hair, hair\_between\_eyes, mechanical\_horns', 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