
# Dataset of northampton/ノーザンプトン/北安普敦 (Azur Lane)

This is the dataset of northampton/ノーザンプトン/北安普敦 (Azur Lane), containing 23 images and their tags.

The core tags of this character are `breasts, green_eyes, long_hair, hair_over_one_eye, dark_skin, large_breasts, black_hair, dark-skinned_female, multicolored_hair, two-tone_hair, bangs, hair_ribbon, ribbon, blonde_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              |       23 | 29.66 MiB | [Download](https://huggingface.co/datasets/CyberHarem/northampton_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       23 | 19.93 MiB | [Download](https://huggingface.co/datasets/CyberHarem/northampton_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |       52 | 38.87 MiB | [Download](https://huggingface.co/datasets/CyberHarem/northampton_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       23 | 26.86 MiB | [Download](https://huggingface.co/datasets/CyberHarem/northampton_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |       52 | 50.85 MiB | [Download](https://huggingface.co/datasets/CyberHarem/northampton_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/northampton_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 |         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, looking_at_viewer, midriff, navel, short_shorts, standing, white_shorts, black_choker, boots, cleavage, parted_lips, peaked_cap, single_thighhigh, stomach, white_headwear, colored_inner_hair, fingerless_gloves, nail_polish, smile, thighs, underboob, black_gloves, black_socks, black_thighhighs, collarbone, day, full_body, hand_on_hip, outdoors, rigging, single_kneehigh, solo_focus, uneven_legwear |
|   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) | bare_shoulders, black_choker, cleavage, midriff, navel, red_gloves, short_shorts, white_shorts, 1girl, cowboy_shot, criss-cross_halter, crop_top, solo, star_print, stomach, thigh_strap, blue_hair, collarbone, elbow_gloves, gradient_hair, looking_at_viewer, skindentation, smile, standing, yellow_ribbon, hand_up, purple_hair, shirt, taut_clothes, turret                                                     |
|   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, cleavage, goggles_on_head, looking_at_viewer, nail_polish, solo, water, white_one-piece_swimsuit, bare_shoulders, blush, collarbone, covered_navel, highleg_swimsuit, outdoors, parted_lips, poolside, thighs, arm_up, closed_mouth, competition_swimsuit, from_above, sitting, smile, soaking_feet, straight_hair, tan, wet_hair, wet_swimsuit, zipper                                                        |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | looking_at_viewer   | midriff   | navel   | short_shorts   | standing   | white_shorts   | black_choker   | boots   | cleavage   | parted_lips   | peaked_cap   | single_thighhigh   | stomach   | white_headwear   | colored_inner_hair   | fingerless_gloves   | nail_polish   | smile   | thighs   | underboob   | black_gloves   | black_socks   | black_thighhighs   | collarbone   | day   | full_body   | hand_on_hip   | outdoors   | rigging   | single_kneehigh   | solo_focus   | uneven_legwear   | bare_shoulders   | red_gloves   | cowboy_shot   | criss-cross_halter   | crop_top   | solo   | star_print   | thigh_strap   | blue_hair   | elbow_gloves   | gradient_hair   | skindentation   | yellow_ribbon   | hand_up   | purple_hair   | shirt   | taut_clothes   | turret   | goggles_on_head   | water   | white_one-piece_swimsuit   | blush   | covered_navel   | highleg_swimsuit   | poolside   | arm_up   | closed_mouth   | competition_swimsuit   | from_above   | sitting   | soaking_feet   | straight_hair   | tan   | wet_hair   | wet_swimsuit   | zipper   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:----------|:--------|:---------------|:-----------|:---------------|:---------------|:--------|:-----------|:--------------|:-------------|:-------------------|:----------|:-----------------|:---------------------|:--------------------|:--------------|:--------|:---------|:------------|:---------------|:--------------|:-------------------|:-------------|:------|:------------|:--------------|:-----------|:----------|:------------------|:-------------|:-----------------|:-----------------|:-------------|:--------------|:---------------------|:-----------|:-------|:-------------|:--------------|:------------|:---------------|:----------------|:----------------|:----------------|:----------|:--------------|:--------|:---------------|:---------|:------------------|:--------|:---------------------------|:--------|:----------------|:-------------------|:-----------|:---------|:---------------|:-----------------------|:-------------|:----------|:---------------|:----------------|:------|:-----------|:---------------|:---------|
|   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        | 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            | 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                  | 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 northampton/ノーザンプトン/北安普敦 (Azur Lane)
===============================================


This is the dataset of northampton/ノーザンプトン/北安普敦 (Azur Lane), containing 23 images and their tags.


The core tags of this character are 'breasts, green\_eyes, long\_hair, hair\_over\_one\_eye, dark\_skin, large\_breasts, black\_hair, dark-skinned\_female, multicolored\_hair, two-tone\_hair, bangs, hair\_ribbon, ribbon, blonde\_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