
# Dataset of reno/リノ/里诺 (Azur Lane)

This is the dataset of reno/リノ/里诺 (Azur Lane), containing 260 images and their tags.

The core tags of this character are `breasts, purple_eyes, large_breasts, grey_hair, bangs, short_hair, hairband, hair_between_eyes, parted_hair, black_hairband`, 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              |      260 | 463.77 MiB | [Download](https://huggingface.co/datasets/CyberHarem/reno_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      260 | 217.30 MiB | [Download](https://huggingface.co/datasets/CyberHarem/reno_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      693 | 496.06 MiB | [Download](https://huggingface.co/datasets/CyberHarem/reno_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      260 | 387.66 MiB | [Download](https://huggingface.co/datasets/CyberHarem/reno_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      693 | 765.28 MiB | [Download](https://huggingface.co/datasets/CyberHarem/reno_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/reno_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 |        15 | ![](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, bare_shoulders, collarbone, blush, cleavage, navel, purple_bikini, solo, looking_at_viewer, day, earrings, official_alternate_costume, long_hair, outdoors, blue_sky, cross-laced_clothes, purple_choker, smile, cloud, flower, sidelocks, open_mouth, sun_hat, shadow, sitting, skindentation, white_headwear, beach, groin, low_ponytail, ocean, tree                                                                                                                                                                                                                    |
|   1 |        11 | ![](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, bare_shoulders, cheerleader, cowboy_shot, day, holding_pom_poms, looking_at_viewer, midriff, miniskirt, navel, solo, underboob, blue_sky, blush, cloud, groin, crop_top_overhang, sidelocks, arm_up, see-through_skirt, see-through_sleeves, open_mouth, outdoors, sash, :d, armpits, confetti, sweat, white_skirt, beltbra, black_bra, pleated_skirt, sleeveless_shirt, standing_on_one_leg, two-tone_skirt, upper_teeth_only                                                                                                                                             |
|   2 |        14 | ![](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, cheerleader, looking_at_viewer, midriff, navel, solo, underboob, bare_shoulders, shirt, simple_background, sleeveless, blush, miniskirt, white_background, crop_top_overhang, see-through_skirt, smile, white_skirt, cowboy_shot, holding_pom_poms, closed_mouth, standing, underwear, gradient                                                                                                                                                                                                                                                                            |
|   3 |         6 | ![](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, bare_shoulders, black_pantyhose, hairclip, looking_at_viewer, pleated_skirt, red_necktie, shirt, smile, solo, belt, black_skirt, blush, cowboy_shot, detached_sleeves, sidelocks, sleeveless, standing, closed_mouth, crotchless, anchor_symbol, see-through, simple_background, star_(symbol), white_background                                                                                                                                                                                                                                                           |
|   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, bare_shoulders, black_skirt, detached_sleeves, hairclip, looking_at_viewer, machinery, red_necktie, rigging, smile, solo, black_gloves, blush, pantyhose, simple_background, white_background, ;), one_eye_closed, pleated_skirt, shirt, sideboob, standing, star_(symbol), turret, anchor_symbol, arms_up, fingerless_gloves, full_body, grey_skirt, see-through                                                                                                                                                                                                          |
|   5 |        62 | ![](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, fake_animal_ears, looking_at_viewer, official_alternate_costume, playboy_bunny, rabbit_ears, bare_shoulders, black_leotard, solo, wrist_cuffs, single_elbow_glove, black_necktie, leotard_under_clothes, see-through_shirt, thigh_strap, black_pantyhose, sideboob, long_hair, side-tie_leotard, backless_leotard, white_bowtie, smile, mechanical_hands, skindentation, sleeveless_shirt, drinking_glass, holding_cup, simple_background, arm_strap, blush, black_bra, sitting, collarbone, sidelocks, closed_mouth, low_ponytail, white_shirt, alcohol, white_background |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bare_shoulders   | collarbone   | blush   | cleavage   | navel   | purple_bikini   | solo   | looking_at_viewer   | day   | earrings   | official_alternate_costume   | long_hair   | outdoors   | blue_sky   | cross-laced_clothes   | purple_choker   | smile   | cloud   | flower   | sidelocks   | open_mouth   | sun_hat   | shadow   | sitting   | skindentation   | white_headwear   | beach   | groin   | low_ponytail   | ocean   | tree   | cheerleader   | cowboy_shot   | holding_pom_poms   | midriff   | miniskirt   | underboob   | crop_top_overhang   | arm_up   | see-through_skirt   | see-through_sleeves   | sash   | :d   | armpits   | confetti   | sweat   | white_skirt   | beltbra   | black_bra   | pleated_skirt   | sleeveless_shirt   | standing_on_one_leg   | two-tone_skirt   | upper_teeth_only   | shirt   | simple_background   | sleeveless   | white_background   | closed_mouth   | standing   | underwear   | gradient   | black_pantyhose   | hairclip   | red_necktie   | belt   | black_skirt   | detached_sleeves   | crotchless   | anchor_symbol   | see-through   | star_(symbol)   | machinery   | rigging   | black_gloves   | pantyhose   | ;)   | one_eye_closed   | sideboob   | turret   | arms_up   | fingerless_gloves   | full_body   | grey_skirt   | fake_animal_ears   | playboy_bunny   | rabbit_ears   | black_leotard   | wrist_cuffs   | single_elbow_glove   | black_necktie   | leotard_under_clothes   | see-through_shirt   | thigh_strap   | side-tie_leotard   | backless_leotard   | white_bowtie   | mechanical_hands   | drinking_glass   | holding_cup   | arm_strap   | white_shirt   | alcohol   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:-------------|:--------|:-----------|:--------|:----------------|:-------|:--------------------|:------|:-----------|:-----------------------------|:------------|:-----------|:-----------|:----------------------|:----------------|:--------|:--------|:---------|:------------|:-------------|:----------|:---------|:----------|:----------------|:-----------------|:--------|:--------|:---------------|:--------|:-------|:--------------|:--------------|:-------------------|:----------|:------------|:------------|:--------------------|:---------|:--------------------|:----------------------|:-------|:-----|:----------|:-----------|:--------|:--------------|:----------|:------------|:----------------|:-------------------|:----------------------|:-----------------|:-------------------|:--------|:--------------------|:-------------|:-------------------|:---------------|:-----------|:------------|:-----------|:------------------|:-----------|:--------------|:-------|:--------------|:-------------------|:-------------|:----------------|:--------------|:----------------|:------------|:----------|:---------------|:------------|:-----|:-----------------|:-----------|:---------|:----------|:--------------------|:------------|:-------------|:-------------------|:----------------|:--------------|:----------------|:--------------|:---------------------|:----------------|:------------------------|:--------------------|:--------------|:-------------------|:-------------------|:---------------|:-------------------|:-----------------|:--------------|:------------|:--------------|:----------|
|   0 |        15 | ![](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      |               |               |                    |           |             |             |                     |          |                     |                       |        |      |           |            |         |               |           |             |                 |                    |                       |                  |                    |         |                     |              |                    |                |            |             |            |                   |            |               |        |               |                    |              |                 |               |                 |             |           |                |             |      |                  |            |          |           |                     |             |              |                    |                 |               |                 |               |                      |                 |                         |                     |               |                    |                    |                |                    |                  |               |             |               |           |
|   1 |        11 | ![](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                | X                  |         |                     |              |                    |                |            |             |            |                   |            |               |        |               |                    |              |                 |               |                 |             |           |                |             |      |                  |            |          |           |                     |             |              |                    |                 |               |                 |               |                      |                 |                         |                     |               |                    |                    |                |                    |                  |               |             |               |           |
|   2 |        14 | ![](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          |                   |            |               |        |               |                    |              |                 |               |                 |             |           |                |             |      |                  |            |          |           |                     |             |              |                    |                 |               |                 |               |                      |                 |                         |                     |               |                    |                    |                |                    |                  |               |             |               |           |
|   3 |         6 | ![](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            | 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    | X                | X          | X        | X         | X                   | X           | X            |                    |                 |               |                 |               |                      |                 |                         |                     |               |                    |                    |                |                    |                  |               |             |               |           |
|   5 |        62 | ![](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               | 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 reno/リノ/里诺 (Azur Lane)
=================================


This is the dataset of reno/リノ/里诺 (Azur Lane), containing 260 images and their tags.


The core tags of this character are 'breasts, purple\_eyes, large\_breasts, grey\_hair, bangs, short\_hair, hairband, hair\_between\_eyes, parted\_hair, black\_hairband', 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