
# Dataset of space_ishtar/スペース・イシュタル/太空伊什塔尔 (Fate/Grand Order)

This is the dataset of space_ishtar/スペース・イシュタル/太空伊什塔尔 (Fate/Grand Order), containing 356 images and their tags.

The core tags of this character are `long_hair, multicolored_hair, two_side_up, two-tone_hair, bangs, black_hair, parted_bangs, red_hair, breasts, very_long_hair, horns, red_eyes, ribbon`, 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              |      356 | 529.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/space_ishtar_fgo/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      356 | 292.37 MiB | [Download](https://huggingface.co/datasets/CyberHarem/space_ishtar_fgo/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      847 | 608.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/space_ishtar_fgo/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      356 | 463.22 MiB | [Download](https://huggingface.co/datasets/CyberHarem/space_ishtar_fgo/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      847 | 873.11 MiB | [Download](https://huggingface.co/datasets/CyberHarem/space_ishtar_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/space_ishtar_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, black_bodysuit, small_breasts, solo, grey_eyes, katana, looking_at_viewer, belt, closed_mouth, sheath                                                                                                                                                                                                                                                                             |
|   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_bodysuit, holding_sword, katana, solo, cleavage_cutout, looking_at_viewer, small_breasts, grey_eyes, sheath, belt, gloves, parted_lips                                                                                                                                                                                                                                      |
|   2 |         6 | ![](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, fingerless_gloves, gun, looking_at_viewer, midriff, navel, short_shorts, smile, yellow_gloves, yellow_shorts, collarbone, hair_ribbon, open_mouth, solo, sword, yellow_vest, bare_shoulders, crop_top, hand_on_hip, hoop_earrings, black_belt, small_breasts                                                                                                                      |
|   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) | 1girl, belt, fingerless_gloves, gun, katana, looking_at_viewer, midriff, navel, short_shorts, solo, yellow_gloves, yellow_shorts, crop_top, full_body, grin, hoop_earrings, knee_boots, one_eye_closed, sheathed, standing, yellow_footwear, bandages, hair_bow, hand_on_hip, stomach, bare_shoulders, cloud, collarbone, day, high_heel_boots, holster, sky, small_breasts, yellow_vest |
|   4 |        43 | ![](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, blue_hair, crescent_facial_mark, forehead_mark, solo, star-shaped_pupils, looking_at_viewer, pink_hair, yellow_eyes, red_bodysuit, fur-trimmed_cloak, red_cloak, gloves                                                                                                                                                                                                           |
|   5 |        53 | ![](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, long_sleeves, looking_at_viewer, pinafore_dress, solo, white_shirt, black_dress, neck_ribbon, red_ribbon, school_uniform, blush, collared_shirt, hair_ribbon, white_background, simple_background, smile, black_ribbon, closed_mouth, open_mouth, pleated_dress, holding, hair_bow                                                                                                |
|   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, heart_pasties, looking_at_viewer, rabbit_ears, revealing_clothes, reverse_bunnysuit, wrist_cuffs, fake_animal_ears, shrug_(clothing), long_sleeves, maebari, navel, solo, covered_nipples, full_body, grey_eyes, hoop_earrings, large_breasts, latex_legwear, open_mouth, smile, hair_bow, medium_breasts                                                                  |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_bodysuit   | small_breasts   | solo   | grey_eyes   | katana   | looking_at_viewer   | belt   | closed_mouth   | sheath   | holding_sword   | cleavage_cutout   | gloves   | parted_lips   | fingerless_gloves   | gun   | midriff   | navel   | short_shorts   | smile   | yellow_gloves   | yellow_shorts   | collarbone   | hair_ribbon   | open_mouth   | sword   | yellow_vest   | bare_shoulders   | crop_top   | hand_on_hip   | hoop_earrings   | black_belt   | full_body   | grin   | knee_boots   | one_eye_closed   | sheathed   | standing   | yellow_footwear   | bandages   | hair_bow   | stomach   | cloud   | day   | high_heel_boots   | holster   | sky   | blue_hair   | crescent_facial_mark   | forehead_mark   | star-shaped_pupils   | pink_hair   | yellow_eyes   | red_bodysuit   | fur-trimmed_cloak   | red_cloak   | long_sleeves   | pinafore_dress   | white_shirt   | black_dress   | neck_ribbon   | red_ribbon   | school_uniform   | blush   | collared_shirt   | white_background   | simple_background   | black_ribbon   | pleated_dress   | holding   | heart_pasties   | rabbit_ears   | revealing_clothes   | reverse_bunnysuit   | wrist_cuffs   | fake_animal_ears   | shrug_(clothing)   | maebari   | covered_nipples   | large_breasts   | latex_legwear   | medium_breasts   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:----------------|:-------|:------------|:---------|:--------------------|:-------|:---------------|:---------|:----------------|:------------------|:---------|:--------------|:--------------------|:------|:----------|:--------|:---------------|:--------|:----------------|:----------------|:-------------|:--------------|:-------------|:--------|:--------------|:-----------------|:-----------|:--------------|:----------------|:-------------|:------------|:-------|:-------------|:-----------------|:-----------|:-----------|:------------------|:-----------|:-----------|:----------|:--------|:------|:------------------|:----------|:------|:------------|:-----------------------|:----------------|:---------------------|:------------|:--------------|:---------------|:--------------------|:------------|:---------------|:-----------------|:--------------|:--------------|:--------------|:-------------|:-----------------|:--------|:-----------------|:-------------------|:--------------------|:---------------|:----------------|:----------|:----------------|:--------------|:--------------------|:--------------------|:--------------|:-------------------|:-------------------|:----------|:------------------|:----------------|:----------------|:-----------------|
|   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        |                 |                   |          |               |                     |       |           |         |                |         |                 |                 |              |               |              |         |               |                  |            |               |                 |              |             |        |              |                  |            |            |                   |            |            |           |         |       |                   |           |       |             |                        |                 |                      |             |               |                |                     |             |                |                  |               |               |               |              |                  |         |                  |                    |                     |                |                 |           |                 |               |                     |                     |               |                    |                    |           |                   |                 |                 |                  |
|   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             |                     |       |           |         |                |         |                 |                 |              |               |              |         |               |                  |            |               |                 |              |             |        |              |                  |            |            |                   |            |            |           |         |       |                   |           |       |             |                        |                 |                      |             |               |                |                     |             |                |                  |               |               |               |              |                  |         |                  |                    |                     |                |                 |           |                 |               |                     |                     |               |                    |                    |           |                   |                 |                 |                  |
|   2 |         6 | ![](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            |             |        |              |                  |            |            |                   |            |            |           |         |       |                   |           |       |             |                        |                 |                      |             |               |                |                     |             |                |                  |               |               |               |              |                  |         |                  |                    |                     |                |                 |           |                 |               |                     |                     |               |                    |                    |           |                   |                 |                 |                  |
|   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          | X          | X                 | X          | X          | X         | X       | X     | X                 | X         | X     |             |                        |                 |                      |             |               |                |                     |             |                |                  |               |               |               |              |                  |         |                  |                    |                     |                |                 |           |                 |               |                     |                     |               |                    |                    |           |                   |                 |                 |                  |
|   4 |        43 | ![](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           |                |                  |               |               |               |              |                  |         |                  |                    |                     |                |                 |           |                 |               |                     |                     |               |                    |                    |           |                   |                 |                 |                  |
|   5 |        53 | ![](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       | 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                  | 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 space\_ishtar/スペース・イシュタル/太空伊什塔尔 (Fate/Grand Order)
=============================================================


This is the dataset of space\_ishtar/スペース・イシュタル/太空伊什塔尔 (Fate/Grand Order), containing 356 images and their tags.


The core tags of this character are 'long\_hair, multicolored\_hair, two\_side\_up, two-tone\_hair, bangs, black\_hair, parted\_bangs, red\_hair, breasts, very\_long\_hair, horns, red\_eyes, ribbon', 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
passage: 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