
# Dataset of natsu/柚鳥ナツ/夏 (Blue Archive)

This is the dataset of natsu/柚鳥ナツ/夏 (Blue Archive), containing 447 images and their tags.

The core tags of this character are `pink_hair, long_hair, side_ponytail, halo, ahoge, red_eyes, bangs, hair_ornament`, 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              |      447 | 593.89 MiB | [Download](https://huggingface.co/datasets/CyberHarem/natsu_bluearchive/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      447 | 309.73 MiB | [Download](https://huggingface.co/datasets/CyberHarem/natsu_bluearchive/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1133 | 707.31 MiB | [Download](https://huggingface.co/datasets/CyberHarem/natsu_bluearchive/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      447 | 511.55 MiB | [Download](https://huggingface.co/datasets/CyberHarem/natsu_bluearchive/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1133 | 1.06 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/natsu_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/natsu_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 |        23 | ![](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, long_sleeves, looking_at_viewer, pleated_skirt, serafuku, simple_background, solo, black_thighhighs, red_neckerchief, black_skirt, blush, white_background, holding, parted_lips, black_sailor_collar, white_cardigan, juice_box, sitting, milk_carton                                                                                                                                              |
|   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) | 1girl, black_thighhighs, blush, long_sleeves, looking_at_viewer, pantyshot, pleated_skirt, red_neckerchief, serafuku, simple_background, sitting, solo, white_background, white_panties, black_sailor_collar, black_skirt, parted_lips                                                                                                                                                                     |
|   2 |        18 | ![](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, long_sleeves, simple_background, solo, upper_body, looking_at_viewer, serafuku, red_neckerchief, white_background, blush, holding, drinking_straw, juice_box, black_sailor_collar, milk_carton                                                                                                                                                                                                      |
|   3 |         5 | ![](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) | 2girls, black_thighhighs, blush, long_sleeves, pleated_skirt, red_neckerchief, serafuku, solo_focus, looking_at_viewer, black_skirt, simple_background, white_background, +_+, black_sailor_collar, holding                                                                                                                                                                                                |
|   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, black_sailor_collar, black_skirt, black_thighhighs, milk_carton, pleated_skirt, puffy_long_sleeves, serafuku, simple_background, sitting, very_long_hair, white_background, white_shirt, bendy_straw, blush, chibi, holding, full_body, looking_at_viewer, red_neckerchief, sleeves_past_wrists, >_<, closed_eyes, facing_viewer, knees_up, no_shoes, on_chair, solo_focus, sparkle, white_footwear |
|   5 |         7 | ![](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, long_sleeves, simple_background, track_jacket, white_background, blush, shorts, solo, two-tone_jacket, official_alternate_costume, parted_lips, black_jacket, full_body, gym_uniform, hair_between_eyes, looking_at_viewer, sweat                                                                                                                                                                   |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | long_sleeves   | looking_at_viewer   | pleated_skirt   | serafuku   | simple_background   | solo   | black_thighhighs   | red_neckerchief   | black_skirt   | blush   | white_background   | holding   | parted_lips   | black_sailor_collar   | white_cardigan   | juice_box   | sitting   | milk_carton   | pantyshot   | white_panties   | upper_body   | drinking_straw   | 2girls   | solo_focus   | +_+   | puffy_long_sleeves   | very_long_hair   | white_shirt   | bendy_straw   | chibi   | full_body   | sleeves_past_wrists   | >_<   | closed_eyes   | facing_viewer   | knees_up   | no_shoes   | on_chair   | sparkle   | white_footwear   | track_jacket   | shorts   | two-tone_jacket   | official_alternate_costume   | black_jacket   | gym_uniform   | hair_between_eyes   | sweat   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:--------------------|:----------------|:-----------|:--------------------|:-------|:-------------------|:------------------|:--------------|:--------|:-------------------|:----------|:--------------|:----------------------|:-----------------|:------------|:----------|:--------------|:------------|:----------------|:-------------|:-----------------|:---------|:-------------|:------|:---------------------|:-----------------|:--------------|:--------------|:--------|:------------|:----------------------|:------|:--------------|:----------------|:-----------|:-----------|:-----------|:----------|:-----------------|:---------------|:---------|:------------------|:-----------------------------|:---------------|:--------------|:--------------------|:--------|
|   0 |        23 | ![](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             |             |                 |              |                  |          |              |       |                      |                  |               |               |         |             |                       |       |               |                 |            |            |            |           |                  |                |          |                   |                              |                |               |                     |         |
|   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               |              |                  |          |              |       |                      |                  |               |               |         |             |                       |       |               |                 |            |            |            |           |                  |                |          |                   |                              |                |               |                     |         |
|   2 |        18 | ![](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                |          |              |       |                      |                  |               |               |         |             |                       |       |               |                 |            |            |            |           |                  |                |          |                   |                              |                |               |                     |         |
|   3 |         5 | ![](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     |                      |                  |               |               |         |             |                       |       |               |                 |            |            |            |           |                  |                |          |                   |                              |                |               |                     |         |
|   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 |         7 | ![](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       |


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 natsu/柚鳥ナツ/夏 (Blue Archive)
======================================


This is the dataset of natsu/柚鳥ナツ/夏 (Blue Archive), containing 447 images and their tags.


The core tags of this character are 'pink\_hair, long\_hair, side\_ponytail, halo, ahoge, red\_eyes, bangs, hair\_ornament', 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