
# Dataset of murasaki_shikibu/紫式部/紫式部 (Fate/Grand Order)

This is the dataset of murasaki_shikibu/紫式部/紫式部 (Fate/Grand Order), containing 500 images and their tags.

The core tags of this character are `long_hair, bangs, purple_eyes, breasts, large_breasts, very_long_hair, hair_ornament, hair_bun, cone_hair_bun, double_bun, two_side_up, brown_hair, hair_between_eyes`, 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 | 923.36 MiB | [Download](https://huggingface.co/datasets/CyberHarem/murasaki_shikibu_fgo/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 474.71 MiB | [Download](https://huggingface.co/datasets/CyberHarem/murasaki_shikibu_fgo/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1273 | 1.01 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/murasaki_shikibu_fgo/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 793.12 MiB | [Download](https://huggingface.co/datasets/CyberHarem/murasaki_shikibu_fgo/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1273 | 1.50 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/murasaki_shikibu_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/murasaki_shikibu_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 |         8 | ![](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_dress, frills, holding_umbrella, juliet_sleeves, looking_at_viewer, solo, puff_and_slash_sleeves, wisteria, sleeves_past_wrists, handbag, purple_gemstone, parted_lips                                                                                                    |
|   1 |         8 | ![](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_dress, frills, holding_umbrella, juliet_sleeves, looking_at_viewer, parted_lips, sleeves_past_wrists, solo, gem, wide_sleeves, wisteria                                                                                                                                   |
|   2 |        12 | ![](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_dress, frills, holding_umbrella, juliet_sleeves, looking_at_viewer, solo, gem, sleeves_past_wrists, parted_lips, simple_background, white_background                                                                                                                      |
|   3 |        10 | ![](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_dress, frills, solo, gem, holding_umbrella, juliet_sleeves, looking_at_viewer, closed_mouth, sleeves_past_wrists, smile                                                                                                                                                   |
|   4 |         8 | ![](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_dress, frills, juliet_sleeves, sleeves_past_wrists, solo, gem, looking_at_viewer, closed_mouth, blush, puff_and_slash_sleeves, umbrella, upper_body, wisteria                                                                                                             |
|   5 |        11 | ![](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, layered_clothes, solo, black_hair, folding_fan, looking_at_viewer, holding_fan, wide_sleeves, long_sleeves, pink_kimono, wisteria, sleeves_past_wrists                                                                                                                          |
|   6 |        13 | ![](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, looking_at_viewer, solo, cleavage, blush, navel, bare_shoulders, blue_bikini, thighs, collarbone, purple_hair, glasses, thighhighs, wet                                                                                                                                         |
|   7 |        22 | ![](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, bare_shoulders, black_one-piece_swimsuit, hair_flower, hair_up, armlet, gold_trim, highleg_swimsuit, looking_at_viewer, blush, purple_hair, solo, black_gloves, covered_navel, half_gloves, fingerless_gloves, shawl, thighs, single_thighhigh, black_hair, smile, closed_mouth |
|   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, blush, looking_at_viewer, solo, ribbed_sweater, black_sweater, long_sleeves, turtleneck_sweater, simple_background, white_background, pants, open_mouth, purple_hair, smile                                                                                                     |
|   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, looking_at_viewer, solo, bare_shoulders, fake_animal_ears, playboy_bunny, rabbit_ears, thighs, blush, cleavage, highleg_leotard, pantyhose, purple_hair, black_leotard, detached_collar, long_sleeves, open_mouth, parted_lips                                                  |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_dress   | frills   | holding_umbrella   | juliet_sleeves   | looking_at_viewer   | solo   | puff_and_slash_sleeves   | wisteria   | sleeves_past_wrists   | handbag   | purple_gemstone   | parted_lips   | gem   | wide_sleeves   | simple_background   | white_background   | closed_mouth   | smile   | blush   | umbrella   | upper_body   | layered_clothes   | black_hair   | folding_fan   | holding_fan   | long_sleeves   | pink_kimono   | cleavage   | navel   | bare_shoulders   | blue_bikini   | thighs   | collarbone   | purple_hair   | glasses   | thighhighs   | wet   | black_one-piece_swimsuit   | hair_flower   | hair_up   | armlet   | gold_trim   | highleg_swimsuit   | black_gloves   | covered_navel   | half_gloves   | fingerless_gloves   | shawl   | single_thighhigh   | ribbed_sweater   | black_sweater   | turtleneck_sweater   | pants   | open_mouth   | fake_animal_ears   | playboy_bunny   | rabbit_ears   | highleg_leotard   | pantyhose   | black_leotard   | detached_collar   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------|:---------|:-------------------|:-----------------|:--------------------|:-------|:-------------------------|:-----------|:----------------------|:----------|:------------------|:--------------|:------|:---------------|:--------------------|:-------------------|:---------------|:--------|:--------|:-----------|:-------------|:------------------|:-------------|:--------------|:--------------|:---------------|:--------------|:-----------|:--------|:-----------------|:--------------|:---------|:-------------|:--------------|:----------|:-------------|:------|:---------------------------|:--------------|:----------|:---------|:------------|:-------------------|:---------------|:----------------|:--------------|:--------------------|:--------|:-------------------|:-----------------|:----------------|:---------------------|:--------|:-------------|:-------------------|:----------------|:--------------|:------------------|:------------|:----------------|:------------------|
|   0 |         8 | ![](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             |       |                |                     |                    |                |         |         |            |              |                   |              |               |               |                |               |            |         |                  |               |          |              |               |           |              |       |                            |               |           |          |             |                    |                |                 |               |                     |         |                    |                  |                 |                      |         |              |                    |                 |               |                   |             |                 |                   |
|   1 |         8 | ![](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 |        12 | ![](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                  |                |         |         |            |              |                   |              |               |               |                |               |            |         |                  |               |          |              |               |           |              |       |                            |               |           |          |             |                    |                |                 |               |                     |         |                    |                  |                 |                      |         |              |                    |                 |               |                   |             |                 |                   |
|   3 |        10 | ![](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       |         |            |              |                   |              |               |               |                |               |            |         |                  |               |          |              |               |           |              |       |                            |               |           |          |             |                    |                |                 |               |                     |         |                    |                  |                 |                      |         |              |                    |                 |               |                   |             |                 |                   |
|   4 |         8 | ![](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            |                   |              |               |               |                |               |            |         |                  |               |          |              |               |           |              |       |                            |               |           |          |             |                    |                |                 |               |                     |         |                    |                  |                 |                      |         |              |                    |                 |               |                   |             |                 |                   |
|   5 |        11 | ![](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             |            |         |                  |               |          |              |               |           |              |       |                            |               |           |          |             |                    |                |                 |               |                     |         |                    |                  |                 |                      |         |              |                    |                 |               |                   |             |                 |                   |
|   6 |        13 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-sample4.png) | X       |               |          |                    |                  | X                   | X      |                          |            |                       |           |                   |               |       |                |                     |                    |                |         | X       |            |              |                   |              |               |               |                |               | X          | X       | X                | X             | X        | X            | X             | X         | X            | X     |                            |               |           |          |             |                    |                |                 |               |                     |         |                    |                  |                 |                      |         |              |                    |                 |               |                   |             |                 |                   |
|   7 |        22 | ![](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 |         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            |                    |                 |               |                   |             |                 |                   |
|   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                 |


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 murasaki\_shikibu/紫式部/紫式部 (Fate/Grand Order)
=======================================================


This is the dataset of murasaki\_shikibu/紫式部/紫式部 (Fate/Grand Order), containing 500 images and their tags.


The core tags of this character are 'long\_hair, bangs, purple\_eyes, breasts, large\_breasts, very\_long\_hair, hair\_ornament, hair\_bun, cone\_hair\_bun, double\_bun, two\_side\_up, brown\_hair, hair\_between\_eyes', 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