
# Dataset of toki/飛鳥馬トキ/时 (Blue Archive)

This is the dataset of toki/飛鳥馬トキ/时 (Blue Archive), containing 500 images and their tags.

The core tags of this character are `blue_eyes, blonde_hair, bangs, halo, bow, breasts, blue_bow, long_hair, braid, animal_ears, fake_animal_ears, rabbit_ears, very_long_hair, large_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 | 1.15 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/toki_bluearchive/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 498.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/toki_bluearchive/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1415 | 1.16 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/toki_bluearchive/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 953.18 MiB | [Download](https://huggingface.co/datasets/CyberHarem/toki_bluearchive/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1415 | 1.98 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/toki_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/toki_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, black_gloves, blue_bowtie, chest_harness, closed_mouth, earpiece, elbow_gloves, fingerless_gloves, frilled_apron, hair_bun, hair_ribbon, looking_at_viewer, maid_apron, maid_headdress, pouch, simple_background, solo, white_apron, white_background, double_v, short_hair, blue_ribbon, cowboy_shot, french_braid, hands_up                                                                                |
|   1 |        14 | ![](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_gloves, chest_harness, closed_mouth, earpiece, fingerless_gloves, maid_apron, maid_headdress, solo, white_apron, black_dress, blue_bowtie, blue_ribbon, hair_ribbon, long_sleeves, looking_at_viewer, double_v, frilled_apron, hair_bun, simple_background, white_background, blush, pouch, short_hair, hands_up, puffy_sleeves, headset, upper_body, waist_bow                                        |
|   2 |         9 | ![](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, bare_shoulders, blue_bowtie, cleavage, closed_mouth, detached_collar, looking_at_viewer, playboy_bunny, simple_background, solo, thighs, white_background, white_thighhighs, wrist_cuffs, blue_leotard, hair_bow, medium_breasts, strapless_leotard, alternate_costume, blush, fake_tail, hairband, highleg_leotard, rabbit_tail, sitting, white_collar, bare_arms                                           |
|   3 |        19 | ![](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, blue_bowtie, blue_leotard, cleavage, detached_collar, looking_at_viewer, playboy_bunny, solo, strapless_leotard, bare_shoulders, covered_navel, highleg_leotard, white_background, wrist_cuffs, simple_background, white_thighhighs, cowboy_shot, rabbit_tail, thighs, closed_mouth, fake_tail, alternate_costume, blush                                                                                     |
|   4 |         6 | ![](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, blue_bowtie, blue_leotard, blush, detached_collar, high_heels, highleg_leotard, looking_at_viewer, playboy_bunny, sitting, solo, strapless_leotard, white_thighhighs, wrist_cuffs, alternate_costume, cleavage, covered_navel, rabbit_tail, thighs, blue_footwear, blue_nails, closed_mouth, fake_tail, medium_breasts, earrings, hairband, nail_polish, simple_background, white_background |
|   5 |        32 | ![](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, looking_at_viewer, solo, white_shirt, collared_shirt, school_uniform, blush, pleated_skirt, long_sleeves, blue_bowtie, simple_background, white_background, closed_mouth, hair_bow, nail_polish, black_skirt, blue_nails, jewelry                                                                                                                                                                            |
|   6 |        11 | ![](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, cleavage, solo, bare_shoulders, looking_at_viewer, bare_arms, blush, collarbone, navel, outdoors, medium_breasts, stomach, thighs, beach, blue_sky, closed_mouth, cloud, day, halterneck, sitting, water, white_bikini, blue_bikini, choker, hair_bow, ocean, ribbon, string_bikini, wet                                                                                                                     |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_gloves   | blue_bowtie   | chest_harness   | closed_mouth   | earpiece   | elbow_gloves   | fingerless_gloves   | frilled_apron   | hair_bun   | hair_ribbon   | looking_at_viewer   | maid_apron   | maid_headdress   | pouch   | simple_background   | solo   | white_apron   | white_background   | double_v   | short_hair   | blue_ribbon   | cowboy_shot   | french_braid   | hands_up   | black_dress   | long_sleeves   | blush   | puffy_sleeves   | headset   | upper_body   | waist_bow   | bare_shoulders   | cleavage   | detached_collar   | playboy_bunny   | thighs   | white_thighhighs   | wrist_cuffs   | blue_leotard   | hair_bow   | medium_breasts   | strapless_leotard   | alternate_costume   | fake_tail   | hairband   | highleg_leotard   | rabbit_tail   | sitting   | white_collar   | bare_arms   | covered_navel   | high_heels   | blue_footwear   | blue_nails   | earrings   | nail_polish   | white_shirt   | collared_shirt   | school_uniform   | pleated_skirt   | black_skirt   | jewelry   | collarbone   | navel   | outdoors   | stomach   | beach   | blue_sky   | cloud   | day   | halterneck   | water   | white_bikini   | blue_bikini   | choker   | ocean   | ribbon   | string_bikini   | wet   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:--------------|:----------------|:---------------|:-----------|:---------------|:--------------------|:----------------|:-----------|:--------------|:--------------------|:-------------|:-----------------|:--------|:--------------------|:-------|:--------------|:-------------------|:-----------|:-------------|:--------------|:--------------|:---------------|:-----------|:--------------|:---------------|:--------|:----------------|:----------|:-------------|:------------|:-----------------|:-----------|:------------------|:----------------|:---------|:-------------------|:--------------|:---------------|:-----------|:-----------------|:--------------------|:--------------------|:------------|:-----------|:------------------|:--------------|:----------|:---------------|:------------|:----------------|:-------------|:----------------|:-------------|:-----------|:--------------|:--------------|:-----------------|:-----------------|:----------------|:--------------|:----------|:-------------|:--------|:-----------|:----------|:--------|:-----------|:--------|:------|:-------------|:--------|:---------------|:--------------|:---------|:--------|:---------|:----------------|:------|
|   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      | X             | X                  | X          | X            | X             | X             | X              | X          |               |                |         |                 |           |              |             |                  |            |                   |                 |          |                    |               |                |            |                  |                     |                     |             |            |                   |               |           |                |             |                 |              |                 |              |            |               |               |                  |                  |                 |               |           |              |         |            |           |         |            |         |       |              |         |                |               |          |         |          |                 |       |
|   1 |        14 | ![](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           |                  |            |                   |                 |          |                    |               |                |            |                  |                     |                     |             |            |                   |               |           |                |             |                 |              |                 |              |            |               |               |                  |                  |                 |               |           |              |         |            |           |         |            |         |       |              |         |                |               |          |         |          |                 |       |
|   2 |         9 | ![](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             | X         | X              | X           |                 |              |                 |              |            |               |               |                  |                  |                 |               |           |              |         |            |           |         |            |         |       |              |         |                |               |          |         |          |                 |       |
|   3 |        19 | ![](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               |              |                 |              |            |               |               |                  |                  |                 |               |           |              |         |            |           |         |            |         |       |              |         |                |               |          |         |          |                 |       |
|   4 |         6 | ![](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 |        32 | ![](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         |              |         |            |           |         |            |         |       |              |         |                |               |          |         |          |                 |       |
|   6 |        11 | ![](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       | 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 toki/飛鳥馬トキ/时 (Blue Archive)
======================================


This is the dataset of toki/飛鳥馬トキ/时 (Blue Archive), containing 500 images and their tags.


The core tags of this character are 'blue\_eyes, blonde\_hair, bangs, halo, bow, breasts, blue\_bow, long\_hair, braid, animal\_ears, fake\_animal\_ears, rabbit\_ears, very\_long\_hair, large\_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