
# Dataset of hifumi/阿慈谷ヒフミ/日富美 (Blue Archive)

This is the dataset of hifumi/阿慈谷ヒフミ/日富美 (Blue Archive), containing 500 images and their tags.

The core tags of this character are `long_hair, twintails, halo, low_twintails, yellow_eyes, light_brown_hair, bangs, 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              |      500 | 898.89 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hifumi_bluearchive/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 414.28 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hifumi_bluearchive/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1346 | 960.44 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hifumi_bluearchive/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 745.50 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hifumi_bluearchive/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1346 | 1.50 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/hifumi_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/hifumi_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 |         6 | ![](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, collarbone, eyewear_on_head, frilled_bikini, looking_at_viewer, navel, solo, sunglasses, white_bikini, blush, innertube, open_mouth, small_breasts, smile, cleavage, sky, water                                                                                                                       |
|   1 |         7 | ![](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, blush, collarbone, eyewear_on_head, frilled_bikini, looking_at_viewer, navel, simple_background, smile, solo, sunglasses, white_background, white_bikini, small_breasts, open_mouth                                                                                                                   |
|   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) | 1girl, day, eyewear_on_head, frilled_bikini, looking_at_viewer, ocean, outdoors, solo, sunglasses, white_bikini, blush, cloud, collarbone, navel, smile, beach, open_mouth, armpits, blue_sky, arm_up, bag, round_eyewear, small_breasts                                                                     |
|   3 |        12 | ![](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) | 1boy, 1girl, blush, hetero, sex, small_breasts, solo_focus, spread_legs, nipples, vaginal, navel, open_mouth, penis, looking_at_viewer, bar_censor, pov, missionary, bed, collarbone, sweat, pussy                                                                                                           |
|   4 |        15 | ![](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) | playboy_bunny, rabbit_ears, small_breasts, 1girl, detached_collar, fake_animal_ears, simple_background, looking_at_viewer, solo, wrist_cuffs, blush, bowtie, white_background, bare_legs, white_leotard, alternate_costume, full_body, white_footwear, high_heels, open_mouth, strapless_leotard, yellow_bow |
|   5 |        14 | ![](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, school_uniform, solo, blush, looking_at_viewer, open_mouth, simple_background, black_pantyhose, hair_ornament, skirt, smile, white_background, bag, hair_between_eyes                                                                                                                                 |
|   6 |         6 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-sample4.png) | 1girl, assault_rifle, bag, black_pantyhose, bullpup, looking_at_viewer, school_uniform, skirt, solo, blush, open_mouth, simple_background, white_background, blonde_hair                                                                                                                                     |
|   7 |         7 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-sample4.png) | 1girl, black_pantyhose, blush, looking_at_viewer, open_mouth, pleated_skirt, sailor_collar, school_uniform, simple_background, white_background, assault_rifle, bullpup, smile, solo, long_sleeves, blue_skirt, backpack, yellow_bow                                                                         |
|   8 |         6 | ![](samples/8/clu8-sample0.png) | ![](samples/8/clu8-sample1.png) | ![](samples/8/clu8-sample2.png) | ![](samples/8/clu8-sample3.png) | ![](samples/8/clu8-sample4.png) | 1girl, blush, long_sleeves, looking_at_viewer, open_mouth, pleated_skirt, school_uniform, simple_background, solo, white_background, black_pantyhose, blue_skirt, white_cardigan, yellow_bow, :d, backpack, blue_sailor_collar, brown_hair                                                                   |
|   9 |         5 | ![](samples/9/clu9-sample0.png) | ![](samples/9/clu9-sample1.png) | ![](samples/9/clu9-sample2.png) | ![](samples/9/clu9-sample3.png) | ![](samples/9/clu9-sample4.png) | 1girl, blush, cow_ears, cow_horns, cow_print, cowbell, open_mouth, collarbone, one-piece_swimsuit, solo, fake_animal_ears, highleg, looking_at_viewer, simple_background, small_breasts, white_background, wing_hair_ornament, alternate_costume, fake_horns, neck_bell, sweat, wavy_mouth                   |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | collarbone   | eyewear_on_head   | frilled_bikini   | looking_at_viewer   | navel   | solo   | sunglasses   | white_bikini   | blush   | innertube   | open_mouth   | small_breasts   | smile   | cleavage   | sky   | water   | simple_background   | white_background   | day   | ocean   | outdoors   | cloud   | beach   | armpits   | blue_sky   | arm_up   | bag   | round_eyewear   | 1boy   | hetero   | sex   | solo_focus   | spread_legs   | nipples   | vaginal   | penis   | bar_censor   | pov   | missionary   | bed   | sweat   | pussy   | playboy_bunny   | rabbit_ears   | detached_collar   | fake_animal_ears   | wrist_cuffs   | bowtie   | bare_legs   | white_leotard   | alternate_costume   | full_body   | white_footwear   | high_heels   | strapless_leotard   | yellow_bow   | school_uniform   | black_pantyhose   | hair_ornament   | skirt   | hair_between_eyes   | assault_rifle   | bullpup   | blonde_hair   | pleated_skirt   | sailor_collar   | long_sleeves   | blue_skirt   | backpack   | white_cardigan   | :d   | blue_sailor_collar   | brown_hair   | cow_ears   | cow_horns   | cow_print   | cowbell   | one-piece_swimsuit   | highleg   | wing_hair_ornament   | fake_horns   | neck_bell   | wavy_mouth   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------------|:------------------|:-----------------|:--------------------|:--------|:-------|:-------------|:---------------|:--------|:------------|:-------------|:----------------|:--------|:-----------|:------|:--------|:--------------------|:-------------------|:------|:--------|:-----------|:--------|:--------|:----------|:-----------|:---------|:------|:----------------|:-------|:---------|:------|:-------------|:--------------|:----------|:----------|:--------|:-------------|:------|:-------------|:------|:--------|:--------|:----------------|:--------------|:------------------|:-------------------|:--------------|:---------|:------------|:----------------|:--------------------|:------------|:-----------------|:-------------|:--------------------|:-------------|:-----------------|:------------------|:----------------|:--------|:--------------------|:----------------|:----------|:--------------|:----------------|:----------------|:---------------|:-------------|:-----------|:-----------------|:-----|:---------------------|:-------------|:-----------|:------------|:------------|:----------|:---------------------|:----------|:---------------------|:-------------|:------------|:-------------|
|   0 |         6 | ![](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 |         7 | ![](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                  |       |         |            |         |         |           |            |          |       |                 |        |          |       |              |               |           |           |         |              |       |              |       |         |         |                 |               |                   |                    |               |          |             |                 |                     |             |                  |              |                     |              |                  |                   |                 |         |                     |                 |           |               |                 |                 |                |              |            |                  |      |                      |              |            |             |             |           |                      |           |                      |              |             |              |
|   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               |        |          |       |              |               |           |           |         |              |       |              |       |         |         |                 |               |                   |                    |               |          |             |                 |                     |             |                  |              |                     |              |                  |                   |                 |         |                     |                 |           |               |                 |                 |                |              |            |                  |      |                      |              |            |             |             |           |                      |           |                      |              |             |              |
|   3 |        12 | ![](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       |                 |               |                   |                    |               |          |             |                 |                     |             |                  |              |                     |              |                  |                   |                 |         |                     |                 |           |               |                 |                 |                |              |            |                  |      |                      |              |            |             |             |           |                      |           |                      |              |             |              |
|   4 |        15 | ![](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            |                  |                   |                 |         |                     |                 |           |               |                 |                 |                |              |            |                  |      |                      |              |            |             |             |           |                      |           |                      |              |             |              |
|   5 |        14 | ![](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                   |                 |           |               |                 |                 |                |              |            |                  |      |                      |              |            |             |             |           |                      |           |                      |              |             |              |
|   6 |         6 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-sample4.png) | X       |              |                   |                  | X                   |         | X      |              |                | X       |             | X            |                 |         |            |       |         | X                   | X                  |       |         |            |         |         |           |            |          | X     |                 |        |          |       |              |               |           |           |         |              |       |              |       |         |         |                 |               |                   |                    |               |          |             |                 |                     |             |                  |              |                     |              | X                | X                 |                 | X       |                     | X               | X         | X             |                 |                 |                |              |            |                  |      |                      |              |            |             |             |           |                      |           |                      |              |             |              |
|   7 |         7 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-sample4.png) | X       |              |                   |                  | X                   |         | X      |              |                | X       |             | X            |                 | X       |            |       |         | X                   | X                  |       |         |            |         |         |           |            |          |       |                 |        |          |       |              |               |           |           |         |              |       |              |       |         |         |                 |               |                   |                    |               |          |             |                 |                     |             |                  |              |                     | X            | X                | X                 |                 |         |                     | X               | X         |               | X               | X               | X              | X            | X          |                  |      |                      |              |            |             |             |           |                      |           |                      |              |             |              |
|   8 |         6 | ![](samples/8/clu8-sample0.png) | ![](samples/8/clu8-sample1.png) | ![](samples/8/clu8-sample2.png) | ![](samples/8/clu8-sample3.png) | ![](samples/8/clu8-sample4.png) | X       |              |                   |                  | X                   |         | X      |              |                | X       |             | X            |                 |         |            |       |         | X                   | X                  |       |         |            |         |         |           |            |          |       |                 |        |          |       |              |               |           |           |         |              |       |              |       |         |         |                 |               |                   |                    |               |          |             |                 |                     |             |                  |              |                     | X            | X                | X                 |                 |         |                     |                 |           |               | X               |                 | X              | X            | X          | X                | X    | X                    | X            |            |             |             |           |                      |           |                      |              |             |              |
|   9 |         5 | ![](samples/9/clu9-sample0.png) | ![](samples/9/clu9-sample1.png) | ![](samples/9/clu9-sample2.png) | ![](samples/9/clu9-sample3.png) | ![](samples/9/clu9-sample4.png) | 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 hifumi/阿慈谷ヒフミ/日富美 (Blue Archive)
===========================================


This is the dataset of hifumi/阿慈谷ヒフミ/日富美 (Blue Archive), containing 500 images and their tags.


The core tags of this character are 'long\_hair, twintails, halo, low\_twintails, yellow\_eyes, light\_brown\_hair, bangs, 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
passage: 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