
# Dataset of leonardo_da_vinci/レオナルド・ダ・ヴィンチ/莱昂纳多·达·芬奇 (Fate/Grand Order)

This is the dataset of leonardo_da_vinci/レオナルド・ダ・ヴィンチ/莱昂纳多·达·芬奇 (Fate/Grand Order), containing 500 images and their tags.

The core tags of this character are `long_hair, brown_hair, blue_eyes, parted_bangs, 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 | 684.54 MiB | [Download](https://huggingface.co/datasets/CyberHarem/leonardo_da_vinci_fgo/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 382.72 MiB | [Download](https://huggingface.co/datasets/CyberHarem/leonardo_da_vinci_fgo/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1165 | 797.04 MiB | [Download](https://huggingface.co/datasets/CyberHarem/leonardo_da_vinci_fgo/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 605.60 MiB | [Download](https://huggingface.co/datasets/CyberHarem/leonardo_da_vinci_fgo/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1165 | 1.12 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/leonardo_da_vinci_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/leonardo_da_vinci_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 |        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, 1boy, hetero, nipples, navel, sex, vaginal, forehead, spread_legs, large_breasts, collarbone, completely_nude, penis, smile, solo_focus, thighs, looking_at_viewer, open_mouth, sweat, girl_on_top, cowgirl_position, mosaic_censoring, cum_in_pussy                                                                                    |
|   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, blush, collarbone, looking_at_viewer, navel, nipples, nude, smile, solo, arms_up, armpits, forehead, large_breasts, on_back, closed_mouth                                                                                                                                                                                                      |
|   2 |        20 | ![](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) | blush, forehead, 1girl, blue_shorts, brown_gloves, collarbone, necklace, puffy_short_sleeves, sidelocks, thighs, twintails, hair_ribbon, looking_at_viewer, red_ribbon, short_shorts, smile, fingerless_gloves, red_bikini, navel, shrug_(clothing), small_breasts, solo, bikini_top_only, open_mouth, goggles_on_head, kneehighs, sky                |
|   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) | 1boy, 1girl, blush, collarbone, cum_on_breasts, hetero, looking_at_viewer, nipples, paizuri, pov, smile, solo_focus, breasts_squeezed_together, huge_breasts, male_pubic_hair, penis, closed_mouth, ejaculation, nude, breast_grab, breasts_out, grabbing, large_breasts, long_sleeves                                                                |
|   4 |        20 | ![](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, hair_bow, looking_at_viewer, puffy_short_sleeves, black_bow, blue_gloves, puff_and_slash_sleeves, dress, smile, solo, red_skirt, blush, forehead, elbow_gloves, single_gauntlet, ponytail, small_breasts, blue_pantyhose, closed_mouth, cape, holding, staff                                                                                   |
|   5 |        33 | ![](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, blue_gloves, elbow_gloves, smile, solo, looking_at_viewer, puffy_short_sleeves, red_skirt, blue_thighhighs, large_breasts, puff_and_slash_sleeves, cape, forehead, simple_background, white_background, brown_dress                                                                                                                            |
|   6 |        14 | ![](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_dress, blush, looking_at_viewer, maid_headdress, puffy_short_sleeves, small_breasts, forehead, white_apron, ponytail, puff_and_slash_sleeves, solo, smile, black_bow, black_thighhighs, hair_bow, thighs, open_mouth, petite, on_back, black_panties, white_bow                                                                          |
|   7 |         5 | ![](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, looking_at_viewer, solo, large_breasts, simple_background, smile, white_background, bare_shoulders, upper_body, blush, cleavage, collarbone, forehead, parted_lips, red_bikini                                                                                                                                                                 |
|   8 |         9 | ![](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_bow, blush, hair_bow, looking_at_viewer, red_skirt, solo, forehead, ponytail, puff_and_slash_sleeves, puffy_short_sleeves, small_breasts, backpack, blue_neckerchief, brown_shirt, headphones, open_mouth, smile, bike_shorts, pleated_skirt, dakimakura_(medium), lying, petite, black_shorts, knee_pads, serafuku, white_sailor_collar |
|   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, day, looking_at_viewer, ocean, outdoors, solo, bikini, blue_sky, blush, cloud, large_breasts, navel, beach, forehead, smile, bare_shoulders, cleavage, open_mouth, thighs                                                                                                                                                                      |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | blush   | 1boy   | hetero   | nipples   | navel   | sex   | vaginal   | forehead   | spread_legs   | large_breasts   | collarbone   | completely_nude   | penis   | smile   | solo_focus   | thighs   | looking_at_viewer   | open_mouth   | sweat   | girl_on_top   | cowgirl_position   | mosaic_censoring   | cum_in_pussy   | nude   | solo   | arms_up   | armpits   | on_back   | closed_mouth   | blue_shorts   | brown_gloves   | necklace   | puffy_short_sleeves   | sidelocks   | twintails   | hair_ribbon   | red_ribbon   | short_shorts   | fingerless_gloves   | red_bikini   | shrug_(clothing)   | small_breasts   | bikini_top_only   | goggles_on_head   | kneehighs   | sky   | cum_on_breasts   | paizuri   | pov   | breasts_squeezed_together   | huge_breasts   | male_pubic_hair   | ejaculation   | breast_grab   | breasts_out   | grabbing   | long_sleeves   | hair_bow   | black_bow   | blue_gloves   | puff_and_slash_sleeves   | dress   | red_skirt   | elbow_gloves   | single_gauntlet   | ponytail   | blue_pantyhose   | cape   | holding   | staff   | blue_thighhighs   | simple_background   | white_background   | brown_dress   | black_dress   | maid_headdress   | white_apron   | black_thighhighs   | petite   | black_panties   | white_bow   | bare_shoulders   | upper_body   | cleavage   | parted_lips   | backpack   | blue_neckerchief   | brown_shirt   | headphones   | bike_shorts   | pleated_skirt   | dakimakura_(medium)   | lying   | black_shorts   | knee_pads   | serafuku   | white_sailor_collar   | day   | ocean   | outdoors   | bikini   | blue_sky   | cloud   | beach   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:-------|:---------|:----------|:--------|:------|:----------|:-----------|:--------------|:----------------|:-------------|:------------------|:--------|:--------|:-------------|:---------|:--------------------|:-------------|:--------|:--------------|:-------------------|:-------------------|:---------------|:-------|:-------|:----------|:----------|:----------|:---------------|:--------------|:---------------|:-----------|:----------------------|:------------|:------------|:--------------|:-------------|:---------------|:--------------------|:-------------|:-------------------|:----------------|:------------------|:------------------|:------------|:------|:-----------------|:----------|:------|:----------------------------|:---------------|:------------------|:--------------|:--------------|:--------------|:-----------|:---------------|:-----------|:------------|:--------------|:-------------------------|:--------|:------------|:---------------|:------------------|:-----------|:-----------------|:-------|:----------|:--------|:------------------|:--------------------|:-------------------|:--------------|:--------------|:-----------------|:--------------|:-------------------|:---------|:----------------|:------------|:-----------------|:-------------|:-----------|:--------------|:-----------|:-------------------|:--------------|:-------------|:--------------|:----------------|:----------------------|:--------|:---------------|:------------|:-----------|:----------------------|:------|:--------|:-----------|:---------|:-----------|:--------|:--------|
|   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             | X               | X            | X                 | 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         | X         | X         | X              |               |                |            |                       |             |             |               |              |                |                     |              |                    |                 |                   |                   |             |       |                  |           |       |                             |                |                   |               |               |               |            |                |            |             |               |                          |         |             |                |                   |            |                  |        |           |         |                   |                     |                    |               |               |                  |               |                    |          |                 |             |                  |              |            |               |            |                    |               |              |               |                 |                       |         |                |             |            |                       |       |         |            |          |            |         |         |
|   2 |        20 | ![](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 |         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                 | X             | X             | X             | X          | X              |            |             |               |                          |         |             |                |                   |            |                  |        |           |         |                   |                     |                    |               |               |                  |               |                    |          |                 |             |                  |              |            |               |            |                    |               |              |               |                 |                       |         |                |             |            |                       |       |         |            |          |            |         |         |
|   4 |        20 | ![](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 |        33 | ![](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 |        14 | ![](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 |         5 | ![](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             |            |                    |               |              |               |                 |                       |         |                |             |            |                       |       |         |            |          |            |         |         |
|   8 |         9 | ![](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 |         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       |


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 leonardo\_da\_vinci/レオナルド・ダ・ヴィンチ/莱昂纳多·达·芬奇 (Fate/Grand Order)
========================================================================


This is the dataset of leonardo\_da\_vinci/レオナルド・ダ・ヴィンチ/莱昂纳多·达·芬奇 (Fate/Grand Order), containing 500 images and their tags.


The core tags of this character are 'long\_hair, brown\_hair, blue\_eyes, parted\_bangs, 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