
# Dataset of saga/サガ/嵯峨 (Arknights)

This is the dataset of saga/サガ/嵯峨 (Arknights), containing 498 images and their tags.

The core tags of this character are `black_hair, animal_ears, dog_ears, long_hair, bangs, facial_mark, very_long_hair, parted_bangs, brown_eyes`, 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              |      498 | 900.10 MiB | [Download](https://huggingface.co/datasets/CyberHarem/saga_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      498 | 400.88 MiB | [Download](https://huggingface.co/datasets/CyberHarem/saga_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1243 | 885.10 MiB | [Download](https://huggingface.co/datasets/CyberHarem/saga_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      498 | 733.39 MiB | [Download](https://huggingface.co/datasets/CyberHarem/saga_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1243 | 1.38 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/saga_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/saga_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 |        23 | ![](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, forehead_mark, holding_bowl, solo, simple_background, black_kimono, looking_at_viewer, upper_body, white_background, open_mouth, blush, fingerless_gloves, holding_chopsticks, purple_gloves, long_sleeves, rice_bowl, :d, sparkle, food_on_face                                                                                                                |
|   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, forehead_mark, solo, black_kimono, fingerless_gloves, looking_at_viewer, purple_gloves, simple_background, upper_body, hand_up, white_background, open_mouth, :d, closed_mouth, holding, yellow_eyes                                                                                                                                                            |
|   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, black_kimono, fingerless_gloves, forehead_mark, holding_polearm, looking_at_viewer, simple_background, solo, naginata, purple_gloves, purple_pants, white_background, open_mouth, geta                                                                                                                                                                          |
|   3 |        14 | ![](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, solo, black_kimono, knee_pads, looking_at_viewer, naginata, purple_pants, fingerless_gloves, forehead_mark, long_sleeves, prayer_beads, purple_gloves, full_body, geta, holding_polearm, open_mouth, wide_sleeves, tabi, white_background, smile, white_socks, puffy_pants, simple_background                                                                   |
|   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_kimono, forehead_mark, maple_leaf, naginata, prayer_beads, solo, dog_girl, fingerless_gloves, long_sleeves, looking_at_viewer, purple_pants, wide_sleeves, autumn_leaves, holding_polearm, knee_pads, purple_gloves, closed_mouth                                                                                                                         |
|   5 |         6 | ![](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, forehead_mark, simple_background, solo, white_background, black_kimono, blush, looking_at_viewer, open_mouth, upper_body, :d                                                                                                                                                                                                                                    |
|   6 |        12 | ![](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, forehead_mark, looking_at_viewer, solo, white_bikini, collarbone, yellow_jacket, eyepatch_bikini, eyewear_on_head, sunglasses, open_jacket, open_mouth, braid, strapless_bikini, bare_shoulders, long_sleeves, medium_breasts, navel, outdoors, alternate_costume, blue_sky, blush, day, innertube, standing, thigh_strap, :d, cowboy_shot, off_shoulder, tail  |
|   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) | 1boy, 1girl, blush, hetero, solo_focus, collarbone, nipples, sex, sweat, clenched_teeth, closed_eyes, forehead_mark, large_breasts, mosaic_censoring, navel, on_back, penis, pussy, spread_legs, vaginal, bed_sheet, braid, completely_nude, holding_hands, interlocked_fingers, japanese_clothes, medium_breasts, missionary, on_bed, open_mouth, pubic_hair, stomach |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | forehead_mark   | holding_bowl   | solo   | simple_background   | black_kimono   | looking_at_viewer   | upper_body   | white_background   | open_mouth   | blush   | fingerless_gloves   | holding_chopsticks   | purple_gloves   | long_sleeves   | rice_bowl   | :d   | sparkle   | food_on_face   | hand_up   | closed_mouth   | holding   | yellow_eyes   | holding_polearm   | naginata   | purple_pants   | geta   | knee_pads   | prayer_beads   | full_body   | wide_sleeves   | tabi   | smile   | white_socks   | puffy_pants   | maple_leaf   | dog_girl   | autumn_leaves   | white_bikini   | collarbone   | yellow_jacket   | eyepatch_bikini   | eyewear_on_head   | sunglasses   | open_jacket   | braid   | strapless_bikini   | bare_shoulders   | medium_breasts   | navel   | outdoors   | alternate_costume   | blue_sky   | day   | innertube   | standing   | thigh_strap   | cowboy_shot   | off_shoulder   | tail   | 1boy   | hetero   | solo_focus   | nipples   | sex   | sweat   | clenched_teeth   | closed_eyes   | large_breasts   | mosaic_censoring   | on_back   | penis   | pussy   | spread_legs   | vaginal   | bed_sheet   | completely_nude   | holding_hands   | interlocked_fingers   | japanese_clothes   | missionary   | on_bed   | pubic_hair   | stomach   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:----------------|:---------------|:-------|:--------------------|:---------------|:--------------------|:-------------|:-------------------|:-------------|:--------|:--------------------|:---------------------|:----------------|:---------------|:------------|:-----|:----------|:---------------|:----------|:---------------|:----------|:--------------|:------------------|:-----------|:---------------|:-------|:------------|:---------------|:------------|:---------------|:-------|:--------|:--------------|:--------------|:-------------|:-----------|:----------------|:---------------|:-------------|:----------------|:------------------|:------------------|:-------------|:--------------|:--------|:-------------------|:-----------------|:-----------------|:--------|:-----------|:--------------------|:-----------|:------|:------------|:-----------|:--------------|:--------------|:---------------|:-------|:-------|:---------|:-------------|:----------|:------|:--------|:-----------------|:--------------|:----------------|:-------------------|:----------|:--------|:--------|:--------------|:----------|:------------|:------------------|:----------------|:----------------------|:-------------------|:-------------|:---------|:-------------|:----------|
|   0 |        23 | ![](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              |           |                |           |               |                   |            |                |        |             |                |             |                |        |         |               |               |              |            |                 |                |              |                 |                   |                   |              |               |         |                    |                  |                  |         |            |                     |            |       |             |            |               |               |                |        |        |          |              |           |       |         |                  |               |                 |                    |           |         |         |               |           |             |                   |                 |                       |                    |              |          |              |           |
|   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             |                   |            |                |        |             |                |             |                |        |         |               |               |              |            |                 |                |              |                 |                   |                   |              |               |         |                    |                  |                  |         |            |                     |            |       |             |            |               |               |                |        |        |          |              |           |       |         |                  |               |                 |                    |           |         |         |               |           |             |                   |                 |                       |                    |              |          |              |           |
|   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      |             |                |             |                |        |         |               |               |              |            |                 |                |              |                 |                   |                   |              |               |         |                    |                  |                  |         |            |                     |            |       |             |            |               |               |                |        |        |          |              |           |       |         |                  |               |                 |                    |           |         |         |               |           |             |                   |                 |                       |                    |              |          |              |           |
|   3 |        14 | ![](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             |              |            |                 |                |              |                 |                   |                   |              |               |         |                    |                  |                  |         |            |                     |            |       |             |            |               |               |                |        |        |          |              |           |       |         |                  |               |                 |                    |           |         |         |               |           |             |                   |                 |                       |                    |              |          |              |           |
|   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          | X               |                |              |                 |                   |                   |              |               |         |                    |                  |                  |         |            |                     |            |       |             |            |               |               |                |        |        |          |              |           |       |         |                  |               |                 |                    |           |         |         |               |           |             |                   |                 |                       |                    |              |          |              |           |
|   5 |         6 | ![](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    |           |                |           |                |           |               |                   |            |                |        |             |                |             |                |        |         |               |               |              |            |                 |                |              |                 |                   |                   |              |               |         |                    |                  |                  |         |            |                     |            |       |             |            |               |               |                |        |        |          |              |           |       |         |                  |               |                 |                    |           |         |         |               |           |             |                   |                 |                       |                    |              |          |              |           |
|   6 |        12 | ![](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     | 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             | 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 saga/サガ/嵯峨 (Arknights)
=================================


This is the dataset of saga/サガ/嵯峨 (Arknights), containing 498 images and their tags.


The core tags of this character are 'black\_hair, animal\_ears, dog\_ears, long\_hair, bangs, facial\_mark, very\_long\_hair, parted\_bangs, brown\_eyes', 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