
# Dataset of mysterious_alter_ego_l/謎のアルターエゴ・Λ/谜之Alterego·Λ (Fate/Grand Order)

This is the dataset of mysterious_alter_ego_l/謎のアルターエゴ・Λ/谜之Alterego·Λ (Fate/Grand Order), containing 500 images and their tags.

The core tags of this character are `long_hair, purple_hair, blue_eyes, bangs, very_long_hair, ribbon, hair_ribbon, breasts, blue_ribbon, small_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 | 809.04 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mysterious_alter_ego_l_fgo/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 420.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mysterious_alter_ego_l_fgo/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1244 | 878.62 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mysterious_alter_ego_l_fgo/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 699.57 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mysterious_alter_ego_l_fgo/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1244 | 1.27 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/mysterious_alter_ego_l_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/mysterious_alter_ego_l_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, closed_mouth, long_sleeves, looking_at_viewer, sleeves_past_fingers, solo, thighs, armored_boots, crotch_plate, navel, prosthetic_leg, black_jacket, cropped_jacket, smile, black_coat, puffy_sleeves, revealing_clothes, sitting                                                                                                                                                        |
|   1 |        18 | ![](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, long_sleeves, sleeves_past_fingers, solo, looking_at_viewer, armored_boots, smile, white_ribbon, spikes, prosthetic_leg                                                                                                                                                                                                                                                                  |
|   2 |        14 | ![](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, sleeves_past_wrists, solo, armored_boots, long_sleeves, looking_at_viewer, navel, revealing_clothes, smile, crotch_plate, spikes                                                                                                                                                                                                                                                         |
|   3 |         7 | ![](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, long_sleeves, looking_at_viewer, simple_background, solo, white_background, sleeves_past_fingers, smile, upper_body, closed_mouth, navel                                                                                                                                                                                                                                                 |
|   4 |        54 | ![](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_jacket, long_sleeves, looking_at_viewer, penguin_hood, solo, bare_shoulders, collarbone, choker, blue_bow, closed_mouth, hood_up, sleeves_past_fingers, smile, blush, hair_between_eyes, black_bikini, thighs, tongue_out, white_background, simple_background                                                                                                                     |
|   5 |        70 | ![](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, frills, long_sleeves, looking_at_viewer, bare_shoulders, solo, highleg_swimsuit, blue_one-piece_swimsuit, sleeves_past_fingers, puffy_sleeves, thighs, choker, collarbone, blush, closed_mouth, off_shoulder, smile, covered_navel, hair_between_eyes, water                                                                                                                             |
|   6 |         9 | ![](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, bare_shoulders, earrings, long_sleeves, solo, choker, collarbone, looking_at_viewer, navel, puffy_sleeves, closed_mouth, frilled_bikini, side_ponytail, sleeves_past_fingers, blush, smile, thighs, white_bikini                                                                                                                                                                         |
|   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, long_sleeves, looking_at_viewer, smile, wide_sleeves, blush, sleeves_past_fingers, solo, obi, white_kimono, blue_kimono, flower, hair_ornament, hand_fan, looking_back, purple_kimono                                                                                                                                                                                                    |
|   8 |         6 | ![](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, long_sleeves, looking_at_viewer, solo, pleated_skirt, sitting, black_skirt, sailor_collar, shirt, white_background, black_serafuku, neckerchief, prosthetic_leg, sleeves_past_wrists                                                                                                                                                                                              |
|   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, bare_shoulders, belt, earrings, looking_at_viewer, midriff, navel, short_shorts, solo, black_shorts, closed_mouth, long_sleeves, off_shoulder, collarbone, open_jacket, sleeveless_shirt, stomach, thighhighs, black_footwear, blush, crop_top, full_body, high_heel_boots, outdoors, sky, sleeves_past_fingers, smile, standing, thigh_boots, thighs, white_jacket, white_shirt, zipper |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | closed_mouth   | long_sleeves   | looking_at_viewer   | sleeves_past_fingers   | solo   | thighs   | armored_boots   | crotch_plate   | navel   | prosthetic_leg   | black_jacket   | cropped_jacket   | smile   | black_coat   | puffy_sleeves   | revealing_clothes   | sitting   | white_ribbon   | spikes   | sleeves_past_wrists   | simple_background   | white_background   | upper_body   | penguin_hood   | bare_shoulders   | collarbone   | choker   | blue_bow   | hood_up   | blush   | hair_between_eyes   | black_bikini   | tongue_out   | frills   | highleg_swimsuit   | blue_one-piece_swimsuit   | off_shoulder   | covered_navel   | water   | earrings   | frilled_bikini   | side_ponytail   | white_bikini   | wide_sleeves   | obi   | white_kimono   | blue_kimono   | flower   | hair_ornament   | hand_fan   | looking_back   | purple_kimono   | pleated_skirt   | black_skirt   | sailor_collar   | shirt   | black_serafuku   | neckerchief   | belt   | midriff   | short_shorts   | black_shorts   | open_jacket   | sleeveless_shirt   | stomach   | thighhighs   | black_footwear   | crop_top   | full_body   | high_heel_boots   | outdoors   | sky   | standing   | thigh_boots   | white_jacket   | white_shirt   | zipper   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:---------------|:--------------------|:-----------------------|:-------|:---------|:----------------|:---------------|:--------|:-----------------|:---------------|:-----------------|:--------|:-------------|:----------------|:--------------------|:----------|:---------------|:---------|:----------------------|:--------------------|:-------------------|:-------------|:---------------|:-----------------|:-------------|:---------|:-----------|:----------|:--------|:--------------------|:---------------|:-------------|:---------|:-------------------|:--------------------------|:---------------|:----------------|:--------|:-----------|:-----------------|:----------------|:---------------|:---------------|:------|:---------------|:--------------|:---------|:----------------|:-----------|:---------------|:----------------|:----------------|:--------------|:----------------|:--------|:-----------------|:--------------|:-------|:----------|:---------------|:---------------|:--------------|:-------------------|:----------|:-------------|:-----------------|:-----------|:------------|:------------------|:-----------|:------|:-----------|:--------------|:---------------|:--------------|:---------|
|   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               | X                   | X         |                |          |                       |                     |                    |              |                |                  |              |          |            |           |         |                     |                |              |          |                    |                           |                |                 |         |            |                  |                 |                |                |       |                |               |          |                 |            |                |                 |                 |               |                 |         |                  |               |        |           |                |                |               |                    |           |              |                  |            |             |                   |            |       |            |               |                |               |          |
|   1 |        18 | ![](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 |        14 | ![](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                     |                     |                    |              |                |                  |              |          |            |           |         |                     |                |              |          |                    |                           |                |                 |         |            |                  |                 |                |                |       |                |               |          |                 |            |                |                 |                 |               |                 |         |                  |               |        |           |                |                |               |                    |           |              |                  |            |             |                   |            |       |            |               |                |               |          |
|   3 |         7 | ![](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 |        54 | ![](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            |          |                    |                           |                |                 |         |            |                  |                 |                |                |       |                |               |          |                 |            |                |                 |                 |               |                 |         |                  |               |        |           |                |                |               |                    |           |              |                  |            |             |                   |            |       |            |               |                |               |          |
|   5 |        70 | ![](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       |            |                  |                 |                |                |       |                |               |          |                 |            |                |                 |                 |               |                 |         |                  |               |        |           |                |                |               |                    |           |              |                  |            |             |                   |            |       |            |               |                |               |          |
|   6 |         9 | ![](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               |                 |               |                 |         |                  |               |        |           |                |                |               |                    |           |              |                  |            |             |                   |            |       |            |               |                |               |          |
|   8 |         6 | ![](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             |        |           |                |                |               |                    |           |              |                  |            |             |                   |            |       |            |               |                |               |          |
|   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             | 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 mysterious\_alter\_ego\_l/謎のアルターエゴ・Λ/谜之Alterego·Λ (Fate/Grand Order)
===============================================================================


This is the dataset of mysterious\_alter\_ego\_l/謎のアルターエゴ・Λ/谜之Alterego·Λ (Fate/Grand Order), containing 500 images and their tags.


The core tags of this character are 'long\_hair, purple\_hair, blue\_eyes, bangs, very\_long\_hair, ribbon, hair\_ribbon, breasts, blue\_ribbon, small\_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
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