
# Dataset of katsushika_hokusai/葛飾北斎/葛饰北斋 (Fate/Grand Order)

This is the dataset of katsushika_hokusai/葛飾北斎/葛饰北斋 (Fate/Grand Order), containing 500 images and their tags.

The core tags of this character are `hair_ornament, bangs, purple_hair, short_hair, blue_eyes, hair_flower, breasts, purple_eyes, black_hair, hair_bun, single_hair_bun`, 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 | 805.87 MiB | [Download](https://huggingface.co/datasets/CyberHarem/katsushika_hokusai_fgo/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 443.38 MiB | [Download](https://huggingface.co/datasets/CyberHarem/katsushika_hokusai_fgo/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1266 | 952.67 MiB | [Download](https://huggingface.co/datasets/CyberHarem/katsushika_hokusai_fgo/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 704.36 MiB | [Download](https://huggingface.co/datasets/CyberHarem/katsushika_hokusai_fgo/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1266 | 1.32 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/katsushika_hokusai_fgo/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/katsushika_hokusai_fgo',
    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 |        12 | ![](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, calligraphy_brush, flower, hairpin, kimono, looking_at_viewer, obi, octopus, holding, smile, open_mouth                                                                                                                                                                                   |
|   1 |         6 | ![](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_kimono, calligraphy_brush, flower, hairpin, holding_paintbrush, looking_at_viewer, octopus, smile, fur_collar, obi, waves                                                                                                                                                           |
|   2 |         7 | ![](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, cleavage, flower, hairpin, looking_at_viewer, octopus, off_shoulder, calligraphy_brush, collarbone, holding_paintbrush, medium_breasts, purple_kimono, obi, open_mouth, smile, wide_sleeves                                                                               |
|   3 |         6 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | 1girl, bare_shoulders, cleavage, flower, hairpin, looking_at_viewer, off_shoulder, black_kimono, collarbone, medium_breasts, obi, purple_kimono, solo, blush                                                                                                                                     |
|   4 |         7 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | 1girl, bare_shoulders, black_kimono, cleavage, flower, medium_breasts, off_shoulder, collarbone, looking_at_viewer, blush, calligraphy_brush, closed_mouth, hairpin, smile, solo, holding_paintbrush, sash                                                                                       |
|   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) | 1girl, hood_down, long_sleeves, looking_at_viewer, octopus, official_alternate_costume, simple_background, solo, white_background, blush, hoodie, jacket, bag, smile, animal, closed_mouth                                                                                                       |
|   6 |         5 | ![](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, hood_down, long_sleeves, looking_at_viewer, official_alternate_costume, simple_background, solo, white_background, white_jacket, blush, upper_body, hand_up, hooded_jacket, medium_breasts, shoulder_bag, :d, closed_mouth, open_mouth                                                    |
|   7 |        13 | ![](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_dress, long_sleeves, looking_at_viewer, maid_headdress, octopus, official_alternate_costume, open_jacket, white_apron, closed_mouth, grey_jacket, smile, blush, hairpin, collared_dress, white_background, cup, enmaided, simple_background, black_gloves, holding_tray, maid_apron |
|   8 |        12 | ![](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, bare_shoulders, bracelet, floral_print, goggles_on_head, katana, looking_at_viewer, octopus, white_bikini, medium_breasts, thigh_strap, long_hair, beads, belt, collarbone, blush, sidelocks, smile, thighs, closed_mouth, obi, arm_up, multiple_swords                                   |
|   9 |         6 | ![](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, bare_shoulders, bracelet, floral_print, goggles_on_head, katana, looking_at_viewer, medium_breasts, sash, thigh_strap, white_bikini, calligraphy_brush, collarbone, long_hair, octopus, smile, belt, cleavage, thighs, holding_weapon, sandals, sidelocks, white_background               |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | calligraphy_brush   | flower   | hairpin   | kimono   | looking_at_viewer   | obi   | octopus   | holding   | smile   | open_mouth   | black_kimono   | holding_paintbrush   | fur_collar   | waves   | bare_shoulders   | cleavage   | off_shoulder   | collarbone   | medium_breasts   | purple_kimono   | wide_sleeves   | solo   | blush   | closed_mouth   | sash   | hood_down   | long_sleeves   | official_alternate_costume   | simple_background   | white_background   | hoodie   | jacket   | bag   | animal   | white_jacket   | upper_body   | hand_up   | hooded_jacket   | shoulder_bag   | :d   | black_dress   | maid_headdress   | open_jacket   | white_apron   | grey_jacket   | collared_dress   | cup   | enmaided   | black_gloves   | holding_tray   | maid_apron   | bracelet   | floral_print   | goggles_on_head   | katana   | white_bikini   | thigh_strap   | long_hair   | beads   | belt   | sidelocks   | thighs   | arm_up   | multiple_swords   | holding_weapon   | sandals   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:---------|:----------|:---------|:--------------------|:------|:----------|:----------|:--------|:-------------|:---------------|:---------------------|:-------------|:--------|:-----------------|:-----------|:---------------|:-------------|:-----------------|:----------------|:---------------|:-------|:--------|:---------------|:-------|:------------|:---------------|:-----------------------------|:--------------------|:-------------------|:---------|:---------|:------|:---------|:---------------|:-------------|:----------|:----------------|:---------------|:-----|:--------------|:-----------------|:--------------|:--------------|:--------------|:-----------------|:------|:-----------|:---------------|:---------------|:-------------|:-----------|:---------------|:------------------|:---------|:---------------|:--------------|:------------|:--------|:-------|:------------|:---------|:---------|:------------------|:-----------------|:----------|
|   0 |        12 | ![](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            |                |                      |              |         |                  |            |                |              |                  |                 |                |        |         |                |        |             |                |                              |                     |                    |          |          |       |          |                |              |           |                 |                |      |               |                  |               |               |               |                  |       |            |                |                |              |            |                |                   |          |                |               |             |         |        |             |          |          |                   |                  |           |
|   1 |         6 | ![](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       |                  |            |                |              |                  |                 |                |        |         |                |        |             |                |                              |                     |                    |          |          |       |          |                |              |           |                 |                |      |               |                  |               |               |               |                  |       |            |                |                |              |            |                |                   |          |                |               |             |         |        |             |          |          |                   |                  |           |
|   2 |         7 | ![](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              |        |         |                |        |             |                |                              |                     |                    |          |          |       |          |                |              |           |                 |                |      |               |                  |               |               |               |                  |       |            |                |                |              |            |                |                   |          |                |               |             |         |        |             |          |          |                   |                  |           |
|   3 |         6 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | X       |                     | X        | X         |          | X                   | X     |           |           |         |              | X              |                      |              |         | X                | X          | X              | X            | X                | X               |                | X      | X       |                |        |             |                |                              |                     |                    |          |          |       |          |                |              |           |                 |                |      |               |                  |               |               |               |                  |       |            |                |                |              |            |                |                   |          |                |               |             |         |        |             |          |          |                   |                  |           |
|   4 |         7 | ![](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      |             |                |                              |                     |                    |          |          |       |          |                |              |           |                 |                |      |               |                  |               |               |               |                  |       |            |                |                |              |            |                |                   |          |                |               |             |         |        |             |          |          |                   |                  |           |
|   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        |                |              |           |                 |                |      |               |                  |               |               |               |                  |       |            |                |                |              |            |                |                   |          |                |               |             |         |        |             |          |          |                   |                  |           |
|   6 |         5 | ![](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    |               |                  |               |               |               |                  |       |            |                |                |              |            |                |                   |          |                |               |             |         |        |             |          |          |                   |                  |           |
|   7 |        13 | ![](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            |            |                |                   |          |                |               |             |         |        |             |          |          |                   |                  |           |
|   8 |        12 | ![](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                 |                  |           |
|   9 |         6 | ![](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                | 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 katsushika\_hokusai/葛飾北斎/葛饰北斋 (Fate/Grand Order)
===========================================================


This is the dataset of katsushika\_hokusai/葛飾北斎/葛饰北斋 (Fate/Grand Order), containing 500 images and their tags.


The core tags of this character are 'hair\_ornament, bangs, purple\_hair, short\_hair, blue\_eyes, hair\_flower, breasts, purple\_eyes, black\_hair, hair\_bun, single\_hair\_bun', 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