
# Dataset of anastasia/アナスタシア/阿纳斯塔西娅 (Fate/Grand Order)

This is the dataset of anastasia/アナスタシア/阿纳斯塔西娅 (Fate/Grand Order), containing 500 images and their tags.

The core tags of this character are `long_hair, blue_eyes, bangs, very_long_hair, hairband, white_hair, hair_over_one_eye, crown, breasts, mini_crown, grey_hair`, 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 | 813.07 MiB | [Download](https://huggingface.co/datasets/CyberHarem/anastasia_fgo/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 442.46 MiB | [Download](https://huggingface.co/datasets/CyberHarem/anastasia_fgo/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1215 | 930.46 MiB | [Download](https://huggingface.co/datasets/CyberHarem/anastasia_fgo/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 709.59 MiB | [Download](https://huggingface.co/datasets/CyberHarem/anastasia_fgo/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1215 | 1.31 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/anastasia_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/anastasia_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 |        18 | ![](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, cape, looking_at_viewer, solo, white_dress, blue_cloak, holding_doll, jewelry                                                                                                                                                                       |
|   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, necklace, pendant, solo, white_dress, cleavage, looking_at_viewer, bare_shoulders, blush, collarbone                                                                                                                                                |
|   2 |         5 | ![](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_bikini, blue_skirt, blush, cleavage, collarbone, hair_bow, large_breasts, looking_at_viewer, miniskirt, necklace, ponytail, puffy_long_sleeves, smile, doll, navel, thighs, beach, blue_sky, innertube, open_mouth, watermelon |
|   3 |        17 | ![](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, looking_at_viewer, fur_trim, coat, long_sleeves, solo, fur_hat, smile, white_headwear, blush, white_skirt, open_clothes, shirt, choker, black_pantyhose, holding_doll, white_background, red_jacket, simple_background                              |
|   4 |        13 | ![](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, blush, long_sleeves, looking_at_viewer, open_jacket, solo, large_breasts, black_jacket, smile, hooded_jacket, pantyhose, white_sweater, blue_skirt, hood_up, doll, earrings                                                                         |
|   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, looking_at_viewer, solo, vertical-striped_skirt, white_shirt, collared_shirt, black_hairband, closed_mouth, dress_shirt, simple_background, white_background, blush                                                                                 |
|   6 |         7 | ![](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, blush, cleavage, looking_at_viewer, navel, solo, bare_shoulders, collarbone, lingerie, underwear_only, blue_bra, blue_panties, large_breasts, parted_lips, white_background, thighs, simple_background, stomach                                     |
|   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, obi, smile, blush, floral_print, hair_flower, long_sleeves, looking_at_viewer, solo, wide_sleeves, blue_kimono, closed_mouth, holding, earrings, new_year, own_hands_together, torii, upper_body                                                    |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | cape   | looking_at_viewer   | solo   | white_dress   | blue_cloak   | holding_doll   | jewelry   | necklace   | pendant   | cleavage   | bare_shoulders   | blush   | collarbone   | blue_bikini   | blue_skirt   | hair_bow   | large_breasts   | miniskirt   | ponytail   | puffy_long_sleeves   | smile   | doll   | navel   | thighs   | beach   | blue_sky   | innertube   | open_mouth   | watermelon   | fur_trim   | coat   | long_sleeves   | fur_hat   | white_headwear   | white_skirt   | open_clothes   | shirt   | choker   | black_pantyhose   | white_background   | red_jacket   | simple_background   | open_jacket   | black_jacket   | hooded_jacket   | pantyhose   | white_sweater   | hood_up   | earrings   | vertical-striped_skirt   | white_shirt   | collared_shirt   | black_hairband   | closed_mouth   | dress_shirt   | lingerie   | underwear_only   | blue_bra   | blue_panties   | parted_lips   | stomach   | obi   | floral_print   | hair_flower   | wide_sleeves   | blue_kimono   | holding   | new_year   | own_hands_together   | torii   | upper_body   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------------------|:-------|:--------------|:-------------|:---------------|:----------|:-----------|:----------|:-----------|:-----------------|:--------|:-------------|:--------------|:-------------|:-----------|:----------------|:------------|:-----------|:---------------------|:--------|:-------|:--------|:---------|:--------|:-----------|:------------|:-------------|:-------------|:-----------|:-------|:---------------|:----------|:-----------------|:--------------|:---------------|:--------|:---------|:------------------|:-------------------|:-------------|:--------------------|:--------------|:---------------|:----------------|:------------|:----------------|:----------|:-----------|:-------------------------|:--------------|:-----------------|:-----------------|:---------------|:--------------|:-----------|:-----------------|:-----------|:---------------|:--------------|:----------|:------|:---------------|:--------------|:---------------|:--------------|:----------|:-----------|:---------------------|:--------|:-------------|
|   0 |        18 | ![](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         |            |           |            |                  |         |              |               |              |            |                 |             |            |                      |         |        |         |          |         |            |             |              |              |            |        |                |           |                  |               |                |         |          |                   |                    |              |                     |               |                |                 |             |                 |           |            |                          |               |                  |                  |                |               |            |                  |            |                |               |           |       |                |               |                |               |           |            |                      |         |              |
|   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            |               |              |            |                 |             |            |                      |         |        |         |          |         |            |             |              |              |            |        |                |           |                  |               |                |         |          |                   |                    |              |                     |               |                |                 |             |                 |           |            |                          |               |                  |                  |                |               |            |                  |            |                |               |           |       |                |               |                |               |           |            |                      |         |              |
|   2 |         5 | ![](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            |            |        |                |           |                  |               |                |         |          |                   |                    |              |                     |               |                |                 |             |                 |           |            |                          |               |                  |                  |                |               |            |                  |            |                |               |           |       |                |               |                |               |           |            |                      |         |              |
|   3 |        17 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | X       |        | X                   | X      |               |              | X              |           |            |           |            |                  | X       |              |               |              |            |                 |             |            |                      | X       |        |         |          |         |            |             |              |              | X          | X      | X              | X         | X                | X             | X              | X       | X        | X                 | X                  | X            | X                   |               |                |                 |             |                 |           |            |                          |               |                  |                  |                |               |            |                  |            |                |               |           |       |                |               |                |               |           |            |                      |         |              |
|   4 |        13 | ![](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          |                          |               |                  |                  |                |               |            |                  |            |                |               |           |       |                |               |                |               |           |            |                      |         |              |
|   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             |            |                  |            |                |               |           |       |                |               |                |               |           |            |                      |         |              |
|   6 |         7 | ![](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 |         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          | 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 anastasia/アナスタシア/阿纳斯塔西娅 (Fate/Grand Order)
=====================================================


This is the dataset of anastasia/アナスタシア/阿纳斯塔西娅 (Fate/Grand Order), containing 500 images and their tags.


The core tags of this character are 'long\_hair, blue\_eyes, bangs, very\_long\_hair, hairband, white\_hair, hair\_over\_one\_eye, crown, breasts, mini\_crown, grey\_hair', 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