
# Dataset of hasumi/羽川ハスミ/莲见 (Blue Archive)

This is the dataset of hasumi/羽川ハスミ/莲见 (Blue Archive), containing 500 images and their tags.

The core tags of this character are `long_hair, black_hair, breasts, hair_between_eyes, red_eyes, halo, mole, mole_under_eye, wings, very_long_hair, large_breasts, black_wings, bangs, ponytail, feathered_wings, huge_breasts, low_wings`, 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 | 1.06 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/hasumi_bluearchive/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 475.87 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hasumi_bluearchive/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1366 | 1.07 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/hasumi_bluearchive/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 891.99 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hasumi_bluearchive/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1366 | 1.79 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/hasumi_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/hasumi_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 |        21 | ![](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, blush, looking_at_viewer, solo, completely_nude, nipples, collarbone, navel, closed_mouth, smile                                                                                                                                                                                                                                                                    |
|   1 |        17 | ![](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, looking_at_viewer, solo, blush, fake_animal_ears, playboy_bunny, rabbit_ears, detached_collar, black_leotard, closed_mouth, white_background, bare_shoulders, simple_background, alternate_costume, wrist_cuffs, black_pantyhose, strapless_leotard, covered_navel                                                                                        |
|   2 |         8 | ![](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, black_choker, blue_jacket, blush, gym_uniform, long_sleeves, official_alternate_costume, solo, track_jacket, white_shirt, blue_shorts, looking_at_viewer, partially_unzipped, short_shorts, thighs, simple_background, white_background, parted_lips, sweat, cowboy_shot                                                                                            |
|   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) | 1girl, black_choker, blue_jacket, blush, collarbone, gym_uniform, holding_pen, long_sleeves, official_alternate_costume, solo, white_shirt, closed_mouth, holding_clipboard, looking_at_viewer, partially_unzipped, short_shorts, thighs, track_jacket, blue_shorts                                                                                                        |
|   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_choker, blue_jacket, blush, gym_uniform, holding_clipboard, long_sleeves, looking_at_viewer, official_alternate_costume, sitting, solo, thighs, track_jacket, white_shirt, parted_lips, partially_unzipped, blue_shorts, collarbone, zipper                                                                                                                   |
|   5 |         6 | ![](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) | 1boy, 1girl, black_choker, blush, breasts_squeezed_together, gym_uniform, hetero, jacket, nipples, official_alternate_costume, paizuri, solo_focus, shirt_lift, penis, sweat, white_shirt, looking_at_viewer, mosaic_censoring, pov                                                                                                                                        |
|   6 |        16 | ![](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, black_bikini, looking_at_viewer, solo, blush, cleavage, navel, black_choker, stomach, bare_shoulders, collarbone, thighs, halterneck, closed_mouth, alternate_costume, bare_arms, parted_lips, sitting, outdoors, skindentation, water, wet                                                                                                                         |
|   7 |        20 | ![](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_serafuku, black_skirt, long_sleeves, looking_at_viewer, solo, black_choker, black_gloves, black_thighhighs, garter_straps, black_shirt, side_slit, blush, pleated_skirt, garter_belt, closed_mouth, white_sailor_collar, red_necktie, smile, crop_top, simple_background, white_background, collarbone, sitting, neckerchief, parted_lips, thighs, long_skirt |
|   8 |         5 | ![](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, black_gloves, black_serafuku, black_skirt, black_thighhighs, holding_gun, looking_at_viewer, side_slit, solo, white_sailor_collar, black_choker, garter_belt, garter_straps, long_skirt, long_sleeves, red_necktie, absurdly_long_hair, bolt_action, full_body, parted_lips, black_footwear, cleavage, feathers, half_gloves, shirt, smile, standing                |
|   9 |         8 | ![](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, black_bra, black_thighhighs, solo, black_panties, blush, cleavage, thighs, collarbone, garter_belt, lingerie, looking_at_viewer, underwear_only, parted_lips, black_choker, simple_background, white_background, ass, bare_shoulders, lace_trim, navel, smile                                                                                                       |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | blush   | looking_at_viewer   | solo   | completely_nude   | nipples   | collarbone   | navel   | closed_mouth   | smile   | cleavage   | fake_animal_ears   | playboy_bunny   | rabbit_ears   | detached_collar   | black_leotard   | white_background   | bare_shoulders   | simple_background   | alternate_costume   | wrist_cuffs   | black_pantyhose   | strapless_leotard   | covered_navel   | black_choker   | blue_jacket   | gym_uniform   | long_sleeves   | official_alternate_costume   | track_jacket   | white_shirt   | blue_shorts   | partially_unzipped   | short_shorts   | thighs   | parted_lips   | sweat   | cowboy_shot   | holding_pen   | holding_clipboard   | sitting   | zipper   | 1boy   | breasts_squeezed_together   | hetero   | jacket   | paizuri   | solo_focus   | shirt_lift   | penis   | mosaic_censoring   | pov   | black_bikini   | stomach   | halterneck   | bare_arms   | outdoors   | skindentation   | water   | wet   | black_serafuku   | black_skirt   | black_gloves   | black_thighhighs   | garter_straps   | black_shirt   | side_slit   | pleated_skirt   | garter_belt   | white_sailor_collar   | red_necktie   | crop_top   | neckerchief   | long_skirt   | holding_gun   | absurdly_long_hair   | bolt_action   | full_body   | black_footwear   | feathers   | half_gloves   | shirt   | standing   | black_bra   | black_panties   | lingerie   | underwear_only   | ass   | lace_trim   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:--------------------|:-------|:------------------|:----------|:-------------|:--------|:---------------|:--------|:-----------|:-------------------|:----------------|:--------------|:------------------|:----------------|:-------------------|:-----------------|:--------------------|:--------------------|:--------------|:------------------|:--------------------|:----------------|:---------------|:--------------|:--------------|:---------------|:-----------------------------|:---------------|:--------------|:--------------|:---------------------|:---------------|:---------|:--------------|:--------|:--------------|:--------------|:--------------------|:----------|:---------|:-------|:----------------------------|:---------|:---------|:----------|:-------------|:-------------|:--------|:-------------------|:------|:---------------|:----------|:-------------|:------------|:-----------|:----------------|:--------|:------|:-----------------|:--------------|:---------------|:-------------------|:----------------|:--------------|:------------|:----------------|:--------------|:----------------------|:--------------|:-----------|:--------------|:-------------|:--------------|:---------------------|:--------------|:------------|:-----------------|:-----------|:--------------|:--------|:-----------|:------------|:----------------|:-----------|:-----------------|:------|:------------|
|   0 |        21 | ![](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       |            |                    |                 |               |                   |                 |                    |                  |                     |                     |               |                   |                     |                 |                |               |               |                |                              |                |               |               |                      |                |          |               |         |               |               |                     |           |          |        |                             |          |          |           |              |              |         |                    |       |                |           |              |             |            |                 |         |       |                  |               |                |                    |                 |               |             |                 |               |                       |               |            |               |              |               |                      |               |             |                  |            |               |         |            |             |                 |            |                  |       |             |
|   1 |        17 | ![](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               |                |               |               |                |                              |                |               |               |                      |                |          |               |         |               |               |                     |           |          |        |                             |          |          |           |              |              |         |                    |       |                |           |              |             |            |                 |         |       |                  |               |                |                    |                 |               |             |                 |               |                       |               |            |               |              |               |                      |               |             |                  |            |               |         |            |             |                 |            |                  |       |             |
|   2 |         8 | ![](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             |               |                     |           |          |        |                             |          |          |           |              |              |         |                    |       |                |           |              |             |            |                 |         |       |                  |               |                |                    |                 |               |             |                 |               |                       |               |            |               |              |               |                      |               |             |                  |            |               |         |            |             |                 |            |                  |       |             |
|   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                    | 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        |        |                             |          |          |           |              |              |         |                    |       |                |           |              |             |            |                 |         |       |                  |               |                |                    |                 |               |             |                 |               |                       |               |            |               |              |               |                      |               |             |                  |            |               |         |            |             |                 |            |                  |       |             |
|   5 |         6 | ![](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     |                |           |              |             |            |                 |         |       |                  |               |                |                    |                 |               |             |                 |               |                       |               |            |               |              |               |                      |               |             |                  |            |               |         |            |             |                 |            |                  |       |             |
|   6 |        16 | ![](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         |          |        |                             |          |          |           |              |              |         |                    |       | X              | X         | X            | X           | X          | X               | X       | X     |                  |               |                |                    |                 |               |             |                 |               |                       |               |            |               |              |               |                      |               |             |                  |            |               |         |            |             |                 |            |                  |       |             |
|   7 |        20 | ![](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                  | X               | X             | X           | X               | X             | X                     | X             | X          | X             | X            |               |                      |               |             |                  |            |               |         |            |             |                 |            |                  |       |             |
|   8 |         5 | ![](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            | X             | X                    | X             | X           | X                | X          | X             | X       | X          |             |                 |            |                  |       |             |
|   9 |         8 | ![](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 hasumi/羽川ハスミ/莲见 (Blue Archive)
=========================================


This is the dataset of hasumi/羽川ハスミ/莲见 (Blue Archive), containing 500 images and their tags.


The core tags of this character are 'long\_hair, black\_hair, breasts, hair\_between\_eyes, red\_eyes, halo, mole, mole\_under\_eye, wings, very\_long\_hair, large\_breasts, black\_wings, bangs, ponytail, feathered\_wings, huge\_breasts, low\_wings', 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