Datasets:

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---
license: mit
task_categories:
- text-to-image
tags:
- art
- not-for-all-audiences
size_categories:
- n<1K
---

# Dataset of gavial/ガヴィル/嘉维尔 (Arknights)

This is the dataset of gavial/ガヴィル/嘉维尔 (Arknights), containing 457 images and their tags.

The core tags of this character are `green_hair, long_hair, pointy_ears, yellow_eyes, breasts, crocodilian_tail, hair_between_eyes, tail, antenna_hair, ponytail, medium_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              |      457 | 850.24 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gavial_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200             |      457 | 704.66 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gavial_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1180 | 1.36 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/gavial_arknights/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/gavial_arknights',
    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 |        13 | ![](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, looking_at_viewer, solo, hairclip, black_gloves, grin, upper_body, short_sleeves, ahoge, jacket, simple_background, white_shirt                                                                                                                                                                                                                                                                                                                                                                       |
|   1 |         9 | ![](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_gloves, black_shirt, black_shorts, crop_top, green_jacket, long_sleeves, midriff, navel, official_alternate_costume, open_jacket, oripathy_lesion_(arknights), short_shorts, solo, stomach, fingerless_gloves, belt, looking_at_viewer, smile, very_long_hair, holding, open_mouth, simple_background, standing, thighhighs, thighs, black_footwear, thigh_strap, white_background, cowboy_shot, large_breasts, thigh_boots                                                                     |
|   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, black_gloves, cleavage, cowboy_shot, crop_top, elbow_gloves, goggles_on_head, looking_at_viewer, mask_around_neck, midriff, navel, official_alternate_costume, oripathy_lesion_(arknights), respirator, solo, stomach, fingerless_gloves, hand_on_own_hip, holding_weapon, short_shorts, simple_background, standing, weapon_over_shoulder, white_background, bare_shoulders, dreadlocks, pouch, belt, bikini, black_shorts, gas_mask, grin, holding_axe, tattoo, thighs, torn_gloves, very_long_hair |
|   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, black_gloves, cleavage, crop_top, fingerless_gloves, goggles_on_head, green_bikini, looking_at_viewer, mask_around_neck, midriff, navel, official_alternate_costume, shorts, solo, bare_shoulders, cowboy_shot, elbow_gloves, smile, stomach, torn_clothes, hand_up, large_breasts, oripathy_lesion_(arknights), respirator, simple_background, standing, white_background, belt, holding, pouch, thighs                                                                                              |
|   4 |        10 | ![](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, bare_shoulders, navel, off_shoulder, official_alternate_costume, solo, stomach, long_sleeves, looking_at_viewer, smile, thighs, underboob, open_jacket, visor_cap, thigh_strap, cowboy_shot, simple_background, white_background, standing, black_bikini, drinking_glass, hand_up, holding_cup, large_breasts, sitting                                                                                                                                                                                |
|   5 |        13 | ![](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) | bare_shoulders, day, official_alternate_costume, blue_sky, navel, outdoors, stomach, visor_cap, 1girl, cowboy_shot, drinking_glass, holding_cup, solo, standing, thighs, underboob, looking_at_viewer, black_bikini, off_shoulder, thigh_strap, open_clothes, open_mouth, :d, hand_up, cloud                                                                                                                                                                                                                 |
|   6 |         8 | ![](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, black_bikini, cowboy_shot, navel, official_alternate_costume, solo, standing, stomach, underboob, bare_shoulders, simple_background, white_background, looking_at_viewer, visor_cap, ass_visible_through_thighs, parted_lips, arm_strap, large_breasts, open_clothes, see-through                                                                                                                                                                                                                     |
|   7 |        19 | ![](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, hat, open_jacket, looking_at_viewer, smile, white_headwear, long_sleeves, navel, official_alternate_costume, solo, sunglasses, eyewear_on_head, stomach, open_fly, blue_bikini, cleavage, simple_background, sitting, collarbone, holding, large_breasts, short_shorts, white_background, black_bikini, blue-tinted_eyewear, oripathy_lesion_(arknights)                                                                                                                                              |
|   8 |        18 | ![](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, solo, bare_shoulders, black_dress, detached_sleeves, hair_ornament, sleeveless, looking_at_viewer, simple_background, black_footwear, boots, holding_staff, white_background, green_socks, very_long_hair, sitting, ahoge, full_body, grin, long_sleeves                                                                                                                                                                                                                                              |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | looking_at_viewer   | solo   | hairclip   | black_gloves   | grin   | upper_body   | short_sleeves   | ahoge   | jacket   | simple_background   | white_shirt   | black_shirt   | black_shorts   | crop_top   | green_jacket   | long_sleeves   | midriff   | navel   | official_alternate_costume   | open_jacket   | oripathy_lesion_(arknights)   | short_shorts   | stomach   | fingerless_gloves   | belt   | smile   | very_long_hair   | holding   | open_mouth   | standing   | thighhighs   | thighs   | black_footwear   | thigh_strap   | white_background   | cowboy_shot   | large_breasts   | thigh_boots   | cleavage   | elbow_gloves   | goggles_on_head   | mask_around_neck   | respirator   | hand_on_own_hip   | holding_weapon   | weapon_over_shoulder   | bare_shoulders   | dreadlocks   | pouch   | bikini   | gas_mask   | holding_axe   | tattoo   | torn_gloves   | green_bikini   | shorts   | torn_clothes   | hand_up   | off_shoulder   | underboob   | visor_cap   | black_bikini   | drinking_glass   | holding_cup   | sitting   | day   | blue_sky   | outdoors   | open_clothes   | :d   | cloud   | ass_visible_through_thighs   | parted_lips   | arm_strap   | see-through   | hat   | white_headwear   | sunglasses   | eyewear_on_head   | open_fly   | blue_bikini   | collarbone   | blue-tinted_eyewear   | black_dress   | detached_sleeves   | hair_ornament   | sleeveless   | boots   | holding_staff   | green_socks   | full_body   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-------|:-----------|:---------------|:-------|:-------------|:----------------|:--------|:---------|:--------------------|:--------------|:--------------|:---------------|:-----------|:---------------|:---------------|:----------|:--------|:-----------------------------|:--------------|:------------------------------|:---------------|:----------|:--------------------|:-------|:--------|:-----------------|:----------|:-------------|:-----------|:-------------|:---------|:-----------------|:--------------|:-------------------|:--------------|:----------------|:--------------|:-----------|:---------------|:------------------|:-------------------|:-------------|:------------------|:-----------------|:-----------------------|:-----------------|:-------------|:--------|:---------|:-----------|:--------------|:---------|:--------------|:---------------|:---------|:---------------|:----------|:---------------|:------------|:------------|:---------------|:-----------------|:--------------|:----------|:------|:-----------|:-----------|:---------------|:-----|:--------|:-----------------------------|:--------------|:------------|:--------------|:------|:-----------------|:-------------|:------------------|:-----------|:--------------|:-------------|:----------------------|:--------------|:-------------------|:----------------|:-------------|:--------|:----------------|:--------------|:------------|
|   0 |        13 | ![](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             |               |                |            |                |                |           |         |                              |               |                               |                |           |                     |        |         |                  |           |              |            |              |          |                  |               |                    |               |                 |               |            |                |                   |                    |              |                   |                  |                        |                  |              |         |          |            |               |          |               |                |          |                |           |                |             |             |                |                  |               |           |       |            |            |                |      |         |                              |               |             |               |       |                  |              |                   |            |               |              |                       |               |                    |                 |              |         |                 |               |             |
|   1 |         9 | ![](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       | X                | X         | 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              | 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         |                |             |             |                |                  |               |           |       |            |            |                |      |         |                              |               |             |               |       |                  |              |                   |            |               |              |                       |               |                    |                 |              |         |                 |               |             |
|   4 |        10 | ![](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           | X              | X                | X             | X         |       |            |            |                |      |         |                              |               |             |               |       |                  |              |                   |            |               |              |                       |               |                    |                 |              |         |                 |               |             |
|   5 |        13 | ![](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          | X              | X    | X       |                              |               |             |               |       |                  |              |                   |            |               |              |                       |               |                    |                 |              |         |                 |               |             |
|   6 |         8 | ![](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             |       |                  |              |                   |            |               |              |                       |               |                    |                 |              |         |                 |               |             |
|   7 |        19 | ![](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         |       |            |            |                |      |         |                              |               |             |               | X     | X                | X            | X                 | X          | X             | X            | X                     |               |                    |                 |              |         |                 |               |             |
|   8 |        18 | ![](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               | X            | X       | X               | X             | X           |