
# Dataset of durga/ドゥルガー/杜尔伽 (Fate/Grand Order)

This is the dataset of durga/ドゥルガー/杜尔伽 (Fate/Grand Order), containing 95 images and their tags.

The core tags of this character are `breasts, long_hair, red_eyes, earrings, large_breasts, bangs, ribbon, hair_ribbon, white_hair, very_long_hair, red_ribbon, 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              |       95 | 199.50 MiB | [Download](https://huggingface.co/datasets/CyberHarem/durga_fgo/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       95 | 93.65 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/durga_fgo/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      248 | 206.67 MiB | [Download](https://huggingface.co/datasets/CyberHarem/durga_fgo/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       95 | 169.31 MiB | [Download](https://huggingface.co/datasets/CyberHarem/durga_fgo/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      248 | 322.71 MiB | [Download](https://huggingface.co/datasets/CyberHarem/durga_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/durga_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 |         5 | ![](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, bare_shoulders, cleavage, jewelry, looking_at_viewer, pelvic_curtain, red_gloves, revealing_clothes, solo, thighlet, thighs, white_dress, cowboy_shot, open_mouth, elbow_gloves, signature                                                             |
|   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, bare_shoulders, cleavage, solo, looking_at_viewer, red_gloves, revealing_clothes, armlet, pelvic_curtain, simple_background, white_background, white_dress, thighlet, blush, bracelet, closed_mouth, collarbone, cowboy_shot, parted_lips, white_snake |
|   2 |        13 | ![](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, cleavage, jewelry, solo, looking_at_viewer, bare_shoulders, armlet, red_gloves, snake, white_dress, thighs, collarbone, sitting, smile, thighlet                                                                                                       |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bare_shoulders   | cleavage   | jewelry   | looking_at_viewer   | pelvic_curtain   | red_gloves   | revealing_clothes   | solo   | thighlet   | thighs   | white_dress   | cowboy_shot   | open_mouth   | elbow_gloves   | signature   | armlet   | simple_background   | white_background   | blush   | bracelet   | closed_mouth   | collarbone   | parted_lips   | white_snake   | snake   | sitting   | smile   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:-----------|:----------|:--------------------|:-----------------|:-------------|:--------------------|:-------|:-----------|:---------|:--------------|:--------------|:-------------|:---------------|:------------|:---------|:--------------------|:-------------------|:--------|:-----------|:---------------|:-------------|:--------------|:--------------|:--------|:----------|:--------|
|   0 |         5 | ![](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           |          |                     |                    |         |            |                |              |               |               |         |           |         |
|   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        | X                   | X                  | X       | X          | X              | X            | X             | X             |         |           |         |
|   2 |        13 | ![](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       |


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 durga/ドゥルガー/杜尔伽 (Fate/Grand Order)
=============================================


This is the dataset of durga/ドゥルガー/杜尔伽 (Fate/Grand Order), containing 95 images and their tags.


The core tags of this character are 'breasts, long\_hair, red\_eyes, earrings, large\_breasts, bangs, ribbon, hair\_ribbon, white\_hair, very\_long\_hair, red\_ribbon, 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