
# Dataset of san_francisco/サンフランシスコ/旧金山 (Azur Lane)

This is the dataset of san_francisco/サンフランシスコ/旧金山 (Azur Lane), containing 43 images and their tags.

The core tags of this character are `breasts, long_hair, multicolored_hair, purple_eyes, twintails, grey_hair, hair_horns, streaked_hair, ribbon, hair_ribbon, large_breasts, bangs, hair_bun, black_ribbon, very_long_hair, hair_between_eyes, medium_breasts`, 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              |       43 | 84.51 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/san_francisco_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       43 | 38.87 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/san_francisco_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      111 | 87.73 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/san_francisco_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       43 | 68.18 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/san_francisco_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      111 | 145.00 MiB | [Download](https://huggingface.co/datasets/CyberHarem/san_francisco_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/san_francisco_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 |        31 | ![](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, cleavage, solo, smile, bare_shoulders, open_jacket, black_gloves, blue_jacket, fingerless_gloves, black_nails, nail_polish, open_mouth, simple_background, baseball_bat, blush, white_background, long_sleeves, two-tone_hair, covered_navel, thighhighs, holding, off_shoulder, double_bun, standing |
|   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, cleavage, grin, looking_at_viewer, midriff, navel, rabbit_ears, solo, arms_up, crop_top, fake_animal_ears, suspenders, white_skirt, bowtie, braid, detached_collar, fishnets, miniskirt, nail_polish, stomach, armpits, bare_shoulders, black_hair, pantyhose, pink_eyes, sitting                                        |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | looking_at_viewer   | cleavage   | solo   | smile   | bare_shoulders   | open_jacket   | black_gloves   | blue_jacket   | fingerless_gloves   | black_nails   | nail_polish   | open_mouth   | simple_background   | baseball_bat   | blush   | white_background   | long_sleeves   | two-tone_hair   | covered_navel   | thighhighs   | holding   | off_shoulder   | double_bun   | standing   | grin   | midriff   | navel   | rabbit_ears   | arms_up   | crop_top   | fake_animal_ears   | suspenders   | white_skirt   | bowtie   | braid   | detached_collar   | fishnets   | miniskirt   | stomach   | armpits   | black_hair   | pantyhose   | pink_eyes   | sitting   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-----------|:-------|:--------|:-----------------|:--------------|:---------------|:--------------|:--------------------|:--------------|:--------------|:-------------|:--------------------|:---------------|:--------|:-------------------|:---------------|:----------------|:----------------|:-------------|:----------|:---------------|:-------------|:-----------|:-------|:----------|:--------|:--------------|:----------|:-----------|:-------------------|:-------------|:--------------|:---------|:--------|:------------------|:-----------|:------------|:----------|:----------|:-------------|:------------|:------------|:----------|
|   0 |        31 | ![](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          |        |           |         |               |           |            |                    |              |               |          |         |                   |            |             |           |           |              |             |             |           |
|   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         |


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 san\_francisco/サンフランシスコ/旧金山 (Azur Lane)
==================================================


This is the dataset of san\_francisco/サンフランシスコ/旧金山 (Azur Lane), containing 43 images and their tags.


The core tags of this character are 'breasts, long\_hair, multicolored\_hair, purple\_eyes, twintails, grey\_hair, hair\_horns, streaked\_hair, ribbon, hair\_ribbon, large\_breasts, bangs, hair\_bun, black\_ribbon, very\_long\_hair, hair\_between\_eyes, medium\_breasts', 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