
# Dataset of blaze/ブレイズ/煌 (Arknights)

This is the dataset of blaze/ブレイズ/煌 (Arknights), containing 500 images and their tags.

The core tags of this character are `long_hair, animal_ears, cat_ears, black_hair, blue_eyes, hairband, bangs, red_hairband, breasts, very_long_hair, large_breasts, tail, cat_tail, hair_between_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              |      500 | 845.25 MiB | [Download](https://huggingface.co/datasets/CyberHarem/blaze_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 411.94 MiB | [Download](https://huggingface.co/datasets/CyberHarem/blaze_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1291 | 922.46 MiB | [Download](https://huggingface.co/datasets/CyberHarem/blaze_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 712.03 MiB | [Download](https://huggingface.co/datasets/CyberHarem/blaze_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1291 | 1.39 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/blaze_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/blaze_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 |         7 | ![](samples/0/clu0-sample0.png)   | ![](samples/0/clu0-sample1.png)   | ![](samples/0/clu0-sample2.png)   | ![](samples/0/clu0-sample3.png)   | ![](samples/0/clu0-sample4.png)   | 1girl, black_gloves, black_skirt, looking_at_viewer, miniskirt, smile, solo, white_background, white_jacket, white_shirt, chest_belt, cowboy_shot, fingerless_gloves, pouch, shoulder_strap, simple_background, single_thighhigh, infection_monitor_(arknights), medium_breasts, open_jacket, chainsaw, framed_breasts, hand_on_hip, holding, long_sleeves, weapon |
|   1 |        11 | ![](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, solo, white_jacket, chest_belt, looking_at_viewer, weapon, white_shirt, black_skirt, chainsaw, holding, smile, thigh_strap, miniskirt, pouch, single_thighhigh, fire, framed_breasts, medium_breasts, cowboy_shot, fingerless_gloves, white_thighhighs                                                                                        |
|   2 |        12 | ![](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, chest_belt, looking_at_viewer, solo, white_jacket, upper_body, white_shirt, medium_breasts, open_jacket, white_background, framed_breasts, simple_background, closed_mouth, shoulder_strap, smile, long_sleeves                                                                                                                                             |
|   3 |         6 | ![](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, fingerless_gloves, looking_at_viewer, open_jacket, solo, upper_body, white_jacket, white_shirt, simple_background, white_background, collarbone, hand_up, smile, blue_hair, medium_breasts                                                                                                                                                    |
|   4 |         9 | ![](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, cleavage, looking_at_viewer, midriff, official_alternate_costume, solo, crop_top, navel, smile, stomach, white_tank_top, ahoge, black_choker, headphones, holding, simple_background, white_background, bare_arms, drumsticks, hand_on_hip, headset, jewelry, blush, cowboy_shot                                                            |
|   5 |        23 | ![](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, solo, looking_at_viewer, official_alternate_costume, bare_shoulders, navel, necklace, stomach, white_bikini, cleavage, smile, black_gloves, cowboy_shot, cat_girl, fingerless_gloves, thighs, black_choker, simple_background, bare_arms, belt, outdoors, white_background                                                                                  |
|   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, blush, looking_at_viewer, smile, solo, :q, bare_shoulders, licking_lips, sweat, looking_back, upper_body, from_behind, animal_ear_fluff                                                                                                                                                                                                                     |
|   7 |         9 | ![](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, cat_hood, hood_up, long_sleeves, official_alternate_costume, solo, looking_at_viewer, hoodie, white_background, simple_background, blush, closed_mouth                                                                                                                                                                                                      |
|   8 |         7 | ![](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)   | 1boy, 1girl, hetero, nipples, penis, sex, solo_focus, blush, open_mouth, vaginal, completely_nude, navel, sweat, uncensored, cum_in_pussy, spread_legs, testicles                                                                                                                                                                                                  |
|   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)   | 1boy, 1girl, blush, hetero, nipples, solo_focus, cum_on_breasts, facial, paizuri, penis, smile, cum_on_hair, heart-shaped_pupils, looking_at_viewer, upper_body, animal_ear_fluff, closed_mouth, jacket, mosaic_censoring, tongue_out                                                                                                                              |
|  10 |         5 | ![](samples/10/clu10-sample0.png) | ![](samples/10/clu10-sample1.png) | ![](samples/10/clu10-sample2.png) | ![](samples/10/clu10-sample3.png) | ![](samples/10/clu10-sample4.png) | blush, female_pubic_hair, futanari, sweat, testicles, erection, veiny_penis, 1girl, bottomless, covered_nipples, excessive_pubic_hair, huge_penis, looking_at_viewer, precum, smile, solo, tongue_out, uncensored, 2girls, armpit_hair, cleavage                                                                                                                   |

### Table Version

|   # |   Samples | Img-1                             | Img-2                             | Img-3                             | Img-4                             | Img-5                             | 1girl   | black_gloves   | black_skirt   | looking_at_viewer   | miniskirt   | smile   | solo   | white_background   | white_jacket   | white_shirt   | chest_belt   | cowboy_shot   | fingerless_gloves   | pouch   | shoulder_strap   | simple_background   | single_thighhigh   | infection_monitor_(arknights)   | medium_breasts   | open_jacket   | chainsaw   | framed_breasts   | hand_on_hip   | holding   | long_sleeves   | weapon   | thigh_strap   | fire   | white_thighhighs   | upper_body   | closed_mouth   | collarbone   | hand_up   | blue_hair   | bare_shoulders   | cleavage   | midriff   | official_alternate_costume   | crop_top   | navel   | stomach   | white_tank_top   | ahoge   | black_choker   | headphones   | bare_arms   | drumsticks   | headset   | jewelry   | blush   | necklace   | white_bikini   | cat_girl   | thighs   | belt   | outdoors   | :q   | licking_lips   | sweat   | looking_back   | from_behind   | animal_ear_fluff   | cat_hood   | hood_up   | hoodie   | 1boy   | hetero   | nipples   | penis   | sex   | solo_focus   | open_mouth   | vaginal   | completely_nude   | uncensored   | cum_in_pussy   | spread_legs   | testicles   | cum_on_breasts   | facial   | paizuri   | cum_on_hair   | heart-shaped_pupils   | jacket   | mosaic_censoring   | tongue_out   | female_pubic_hair   | futanari   | erection   | veiny_penis   | bottomless   | covered_nipples   | excessive_pubic_hair   | huge_penis   | precum   | 2girls   | armpit_hair   |
|----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:--------|:---------------|:--------------|:--------------------|:------------|:--------|:-------|:-------------------|:---------------|:--------------|:-------------|:--------------|:--------------------|:--------|:-----------------|:--------------------|:-------------------|:--------------------------------|:-----------------|:--------------|:-----------|:-----------------|:--------------|:----------|:---------------|:---------|:--------------|:-------|:-------------------|:-------------|:---------------|:-------------|:----------|:------------|:-----------------|:-----------|:----------|:-----------------------------|:-----------|:--------|:----------|:-----------------|:--------|:---------------|:-------------|:------------|:-------------|:----------|:----------|:--------|:-----------|:---------------|:-----------|:---------|:-------|:-----------|:-----|:---------------|:--------|:---------------|:--------------|:-------------------|:-----------|:----------|:---------|:-------|:---------|:----------|:--------|:------|:-------------|:-------------|:----------|:------------------|:-------------|:---------------|:--------------|:------------|:-----------------|:---------|:----------|:--------------|:----------------------|:---------|:-------------------|:-------------|:--------------------|:-----------|:-----------|:--------------|:-------------|:------------------|:-----------------------|:-------------|:---------|:---------|:--------------|
|   0 |         7 | ![](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             | X          | X                | X             | X         | X              | X        |               |        |                    |              |                |              |           |             |                  |            |           |                              |            |         |           |                  |         |                |              |             |              |           |           |         |            |                |            |          |        |            |      |                |         |                |               |                    |            |           |          |        |          |           |         |       |              |              |           |                   |              |                |               |             |                  |          |           |               |                       |          |                    |              |                     |            |            |               |              |                   |                        |              |          |          |               |
|   1 |        11 | ![](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                  |              |                |              |           |             |                  |            |           |                              |            |         |           |                  |         |                |              |             |              |           |           |         |            |                |            |          |        |            |      |                |         |                |               |                    |            |           |          |        |          |           |         |       |              |              |           |                   |              |                |               |             |                  |          |           |               |                       |          |                    |              |                     |            |            |               |              |                   |                        |              |          |          |               |
|   2 |        12 | ![](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 |         6 | ![](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           |                  |            |           |                              |            |         |           |                  |         |                |              |             |              |           |           |         |            |                |            |          |        |            |      |                |         |                |               |                    |            |           |          |        |          |           |         |       |              |              |           |                   |              |                |               |             |                  |          |           |               |                       |          |                    |              |                     |            |            |               |              |                   |                        |              |          |          |               |
|   4 |         9 | ![](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 |        23 | ![](samples/5/clu5-sample0.png)   | ![](samples/5/clu5-sample1.png)   | ![](samples/5/clu5-sample2.png)   | ![](samples/5/clu5-sample3.png)   | ![](samples/5/clu5-sample4.png)   | X       | X              |               | X                   |             | X       | X      | X                  |                |               |              | X             | X                   |         |                  | X                   |                    |                                 |                  |               |            |                  |               |           |                |          |               |        |                    |              |                |              |           |             | X                | X          |           | X                            |            | X       | X         |                  |         | X              |              | X           |              |           |           |         | X          | X              | X          | X        | X      | X          |      |                |         |                |               |                    |            |           |          |        |          |           |         |       |              |              |           |                   |              |                |               |             |                  |          |           |               |                       |          |                    |              |                     |            |            |               |              |                   |                        |              |          |          |               |
|   6 |         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                  |            |           |          |        |          |           |         |       |              |              |           |                   |              |                |               |             |                  |          |           |               |                       |          |                    |              |                     |            |            |               |              |                   |                        |              |          |          |               |
|   7 |         9 | ![](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        |        |          |           |         |       |              |              |           |                   |              |                |               |             |                  |          |           |               |                       |          |                    |              |                     |            |            |               |              |                   |                        |              |          |          |               |
|   8 |         7 | ![](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           |                  |          |           |               |                       |          |                    |              |                     |            |            |               |              |                   |                        |              |          |          |               |
|   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            |                     |            |            |               |              |                   |                        |              |          |          |               |
|  10 |         5 | ![](samples/10/clu10-sample0.png) | ![](samples/10/clu10-sample1.png) | ![](samples/10/clu10-sample2.png) | ![](samples/10/clu10-sample3.png) | ![](samples/10/clu10-sample4.png) | 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 blaze/ブレイズ/煌 (Arknights)
===================================


This is the dataset of blaze/ブレイズ/煌 (Arknights), containing 500 images and their tags.


The core tags of this character are 'long\_hair, animal\_ears, cat\_ears, black\_hair, blue\_eyes, hairband, bangs, red\_hairband, breasts, very\_long\_hair, large\_breasts, tail, cat\_tail, hair\_between\_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
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