
# Dataset of mobius (Houkai 3rd)

This is the dataset of mobius (Houkai 3rd), containing 393 images and their tags.

The core tags of this character are `long_hair, green_hair, bangs, green_eyes, breasts, crown, wavy_hair, hair_between_eyes, earrings`, 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              |      393 | 744.17 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mobius_honkai3/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      393 | 344.19 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mobius_honkai3/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      989 | 760.30 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mobius_honkai3/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      393 | 619.24 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mobius_honkai3/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      989 | 1.17 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/mobius_honkai3/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/mobius_honkai3',
    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 |        27 | ![](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, black_dress, black_gloves, looking_at_viewer, sleeveless_dress, :d, claw_ring, solo, elbow_gloves, single_sleeve, mismatched_gloves, open_mouth, single_earring, teeth, grin, cleavage, simple_background, white_background, slit_pupils |
|   1 |        10 | ![](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, black_dress, black_gloves, claw_ring, elbow_gloves, looking_at_viewer, sleeveless_dress, solo, closed_mouth, mismatched_gloves, smile, single_earring, cleavage, headpiece, single_sleeve, slit_pupils                                   |
|   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, egyptian_clothes, looking_at_viewer, solo, bandaged_arm, braided_ponytail, mouth_veil, claw_ring, cleavage, simple_background, white_background, bare_shoulders, jewelry, nail_polish, sleeveless_dress, slit_pupils                                     |
|   3 |        16 | ![](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, bare_shoulders, solo, looking_at_viewer, smile, underwater, official_alternate_costume, bikini, closed_mouth, twintails, jewelry, nail_polish                                                                                                            |
|   4 |         6 | ![](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_skirt, labcoat, long_sleeves, looking_at_viewer, green_shirt, solo, white_coat, black_necktie, thighhighs, closed_mouth, grin, id_card, large_breasts, nail_polish, pantyhose, single_earring                                                      |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bare_shoulders   | black_dress   | black_gloves   | looking_at_viewer   | sleeveless_dress   | :d   | claw_ring   | solo   | elbow_gloves   | single_sleeve   | mismatched_gloves   | open_mouth   | single_earring   | teeth   | grin   | cleavage   | simple_background   | white_background   | slit_pupils   | closed_mouth   | smile   | headpiece   | egyptian_clothes   | bandaged_arm   | braided_ponytail   | mouth_veil   | jewelry   | nail_polish   | underwater   | official_alternate_costume   | bikini   | twintails   | black_skirt   | labcoat   | long_sleeves   | green_shirt   | white_coat   | black_necktie   | thighhighs   | id_card   | large_breasts   | pantyhose   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:--------------|:---------------|:--------------------|:-------------------|:-----|:------------|:-------|:---------------|:----------------|:--------------------|:-------------|:-----------------|:--------|:-------|:-----------|:--------------------|:-------------------|:--------------|:---------------|:--------|:------------|:-------------------|:---------------|:-------------------|:-------------|:----------|:--------------|:-------------|:-----------------------------|:---------|:------------|:--------------|:----------|:---------------|:--------------|:-------------|:----------------|:-------------|:----------|:----------------|:------------|
|   0 |        27 | ![](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                   | X                  | X             |                |         |             |                    |                |                    |              |           |               |              |                              |          |             |               |           |                |               |              |                 |              |           |                 |             |
|   1 |        10 | ![](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           |                    |                |                    |              |           |               |              |                              |          |             |               |           |                |               |              |                 |              |           |                 |             |
|   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             |              |                              |          |             |               |           |                |               |              |                 |              |           |                 |             |
|   3 |        16 | ![](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           |               |           |                |               |              |                 |              |           |                 |             |
|   4 |         6 | ![](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           |


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 mobius (Houkai 3rd)
==============================


This is the dataset of mobius (Houkai 3rd), containing 393 images and their tags.


The core tags of this character are 'long\_hair, green\_hair, bangs, green\_eyes, breasts, crown, wavy\_hair, hair\_between\_eyes, earrings', 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