CyberHarem/sonoda_umi_lovelive

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

# Dataset of sonoda_umi/園田海未/소노다우미 (Love Live!)

This is the dataset of sonoda_umi/園田海未/소노다우미 (Love Live!), containing 500 images and their tags.

The core tags of this character are `long_hair, blue_hair, yellow_eyes, bangs, 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 | 716.93 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sonoda_umi_lovelive/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 500 | 393.10 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sonoda_umi_lovelive/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 1212 | 832.40 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sonoda_umi_lovelive/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 500 | 621.44 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sonoda_umi_lovelive/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1212 | 1.17 GiB | [Download](https://huggingface.co/datasets/CyberHarem/sonoda_umi_lovelive/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/sonoda_umi_lovelive',
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 | 18 |  |  |  |  |  | 1girl, solo, looking_at_viewer, fur_trim, blush, capelet, smile, open_mouth, beret, detached_sleeves, shorts, ribbon |
| 1 | 5 |  |  |  |  |  | 1girl, earrings, looking_at_viewer, smile, solo, white_gloves, blue_necktie, fingerless_gloves, open_mouth, short_sleeves, beret, blush, simple_background, skirt, swept_bangs |
| 2 | 7 |  |  |  |  |  | 1girl, looking_at_viewer, smile, solo, blush, flower, blue_dress, choker, earrings, open_mouth, white_gloves, bare_shoulders, hair_ornament, cowboy_shot, head_wreath, simple_background |
| 3 | 27 |  |  |  |  |  | 1girl, solo, hair_flower, looking_at_viewer, blush, bracelet, navel, bikini_skirt, hairband, smile, earrings, necklace, breasts, brown_eyes, frilled_bikini |
| 4 | 5 |  |  |  |  |  | 1girl, looking_at_viewer, smile, solo, bare_shoulders, detached_sleeves, holding_bouquet, simple_background, bridal_veil, bride, hair_flower, petals, strapless_dress, wedding_dress, white_background, blush, choker, garter_straps, jewelry, open_mouth, rose, thighhighs, tiara, white_dress |
| 5 | 5 |  |  |  |  |  | 1girl, blush, hair_flower, short_sleeves, smile, solo, looking_at_viewer, swept_bangs, open_mouth, ribbon, sailor_collar, school_uniform, upper_body, dress, simple_background |
| 6 | 5 |  |  |  |  |  | 1girl, air_bubble, jewelry, looking_at_viewer, solo, underwater, smile, circlet, coral, dress, high_heels, midriff, navel, white_gloves |
| 7 | 6 |  |  |  |  |  | 1girl, angel_wings, blush, feathered_wings, hair_flower, headset, looking_at_viewer, solo, dress, x_hair_ornament, bare_shoulders, butterfly_hair_ornament, microphone, white_wings, barefoot, open_mouth, ribbon, smile |
| 8 | 14 |  |  |  |  |  | 1girl, blush, looking_at_viewer, solo, maid_headdress, simple_background, smile, double_bun, maid_apron, white_background, cowboy_shot, detached_sleeves, earrings, ribbon |
| 9 | 5 |  |  |  |  |  | 1girl, blush, brown_eyes, looking_at_viewer, otonokizaka_school_uniform, solo, bow, simple_background, summer_uniform, sweater_vest, white_background, shirt, skirt, aqua_panties, embarrassed, no_pants, short_sleeves, sitting, smile, socks, striped |
| 10 | 14 |  |  |  |  |  | long_sleeves, otonokizaka_school_uniform, red_bowtie, striped_bowtie, winter_uniform, 1girl, blazer, pleated_skirt, smile, solo, blush, looking_at_viewer, plaid_skirt, cowboy_shot, open_mouth, simple_background |
| 11 | 7 |  |  |  |  |  | 1girl, closed_mouth, otonokizaka_school_uniform, red_bowtie, solo, upper_body, blazer, blush, looking_at_viewer, smile, striped_bowtie, simple_background, white_shirt, winter_uniform, long_sleeves, white_background, blue_jacket, floating_hair |
| 12 | 5 |  |  |  |  |  | 1girl, blush, otonokizaka_school_uniform, pleated_skirt, red_bowtie, short_sleeves, solo, striped_bowtie, summer_uniform, white_shirt, looking_at_viewer, sitting, sweater_vest, blue_skirt, plaid_skirt, indoors, kneehighs, open_mouth |
| 13 | 7 |  |  |  |  |  | 1girl, blush, day, sky, solo, looking_at_viewer, smile, sun_hat, cloud, outdoors, sundress, white_dress, sleeveless, bare_shoulders, ocean, ribbon |
| 14 | 7 |  |  |  |  |  | 1girl, blush, floral_print, kimono, looking_at_viewer, smile, solo, hair_flower, wide_sleeves, obi, detached_sleeves, holding |
| 15 | 14 |  |  |  |  |  | 1girl, muneate, kyuudou, solo, yugake, holding_bow_(weapon), single_glove, hakama_skirt, blush, holding_arrow, looking_at_viewer |
| 16 | 6 |  |  |  |  |  | 1girl, solo, black_gloves, blush, checkered_skirt, looking_at_viewer, striped_thighhighs, treble_clef, flower, microphone_stand, mini_top_hat, sleeveless, earrings, necktie, open_mouth, sitting, smile |
| 17 | 13 |  |  |  |  |  | 1girl, bun_cover, double_bun, solo, looking_at_viewer, china_dress, blush, smile, fingerless_gloves, side_slit, open_mouth, boots, floral_print, simple_background, white_background |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | looking_at_viewer | fur_trim | blush | capelet | smile | open_mouth | beret | detached_sleeves | shorts | ribbon | earrings | white_gloves | blue_necktie | fingerless_gloves | short_sleeves | simple_background | skirt | swept_bangs | flower | blue_dress | choker | bare_shoulders | hair_ornament | cowboy_shot | head_wreath | hair_flower | bracelet | navel | bikini_skirt | hairband | necklace | breasts | brown_eyes | frilled_bikini | holding_bouquet | bridal_veil | bride | petals | strapless_dress | wedding_dress | white_background | garter_straps | jewelry | rose | thighhighs | tiara | white_dress | sailor_collar | school_uniform | upper_body | dress | air_bubble | underwater | circlet | coral | high_heels | midriff | angel_wings | feathered_wings | headset | x_hair_ornament | butterfly_hair_ornament | microphone | white_wings | barefoot | maid_headdress | double_bun | maid_apron | otonokizaka_school_uniform | bow | summer_uniform | sweater_vest | shirt | aqua_panties | embarrassed | no_pants | sitting | socks | striped | long_sleeves | red_bowtie | striped_bowtie | winter_uniform | blazer | pleated_skirt | plaid_skirt | closed_mouth | white_shirt | blue_jacket | floating_hair | blue_skirt | indoors | kneehighs | day | sky | sun_hat | cloud | outdoors | sundress | sleeveless | ocean | floral_print | kimono | wide_sleeves | obi | holding | muneate | kyuudou | yugake | holding_bow_(weapon) | single_glove | hakama_skirt | holding_arrow | black_gloves | checkered_skirt | striped_thighhighs | treble_clef | microphone_stand | mini_top_hat | necktie | bun_cover | china_dress | side_slit | boots |
|----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:--------|:-------|:--------------------|:-----------|:--------|:----------|:--------|:-------------|:--------|:-------------------|:---------|:---------|:-----------|:---------------|:---------------|:--------------------|:----------------|:--------------------|:--------|:--------------|:---------|:-------------|:---------|:-----------------|:----------------|:--------------|:--------------|:--------------|:-----------|:--------|:---------------|:-----------|:-----------|:----------|:-------------|:-----------------|:------------------|:--------------|:--------|:---------|:------------------|:----------------|:-------------------|:----------------|:----------|:-------|:-------------|:--------|:--------------|:----------------|:-----------------|:-------------|:--------|:-------------|:-------------|:----------|:--------|:-------------|:----------|:--------------|:------------------|:----------|:------------------|:--------------------------|:-------------|:--------------|:-----------|:-----------------|:-------------|:-------------|:-----------------------------|:------|:-----------------|:---------------|:--------|:---------------|:--------------|:-----------|:----------|:--------|:----------|:---------------|:-------------|:-----------------|:-----------------|:---------|:----------------|:--------------|:---------------|:--------------|:--------------|:----------------|:-------------|:----------|:------------|:------|:------|:----------|:--------|:-----------|:-----------|:-------------|:--------|:---------------|:---------|:---------------|:------|:----------|:----------|:----------|:---------|:-----------------------|:---------------|:---------------|:----------------|:---------------|:------------------|:---------------------|:--------------|:-------------------|:---------------|:----------|:------------|:--------------|:------------|:--------|
| 0 | 18 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 5 |  |  |  |  |  | X | X | X | | X | | X | X | X | | | | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 7 |  |  |  |  |  | X | X | X | | X | | X | X | | | | | X | X | | | | X | | | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 27 |  |  |  |  |  | X | X | X | | X | | X | | | | | | X | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 5 |  |  |  |  |  | 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 | 5 |  |  |  |  |  | X | X | X | | X | | X | X | | | | X | | | | | X | X | | X | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 6 | 5 |  |  |  |  |  | X | X | X | | | | X | | | | | | | X | | | | | | | | | | | | | | | | X | | | | | | | | | | | | | | | X | | | | | | | | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 7 | 6 |  |  |  |  |  | X | X | X | | X | | X | X | | | | X | | | | | | | | | | | | X | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | X | | | | | | | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 8 | 14 |  |  |  |  |  | X | X | X | | X | | X | | | X | | X | X | | | | | X | | | | | | | | X | | | | | | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 9 | 5 |  |  |  |  |  | X | X | X | | X | | X | | | | | | | | | | X | X | X | | | | | | | | | | | | | | | | X | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 10 | 14 |  |  |  |  |  | X | X | X | | X | | X | X | | | | | | | | | | X | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | | | | | | | | | | | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 11 | 7 |  |  |  |  |  | X | X | X | | X | | X | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | X | | | | | | | | | X | | | | | | | | | | | | | | | | | | | X | | | | | | | | | | | X | X | X | X | X | | | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 12 | 5 |  |  |  |  |  | X | X | X | | X | | | X | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | | X | X | | | | | X | | | | X | X | | | X | X | | X | | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 13 | 7 |  |  |  |  |  | X | X | X | | X | | X | | | | | X | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | |
| 14 | 7 |  |  |  |  |  | X | X | X | | X | | X | | | X | | | | | | | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | | | | | | | | | | | | | | | | | | |
| 15 | 14 |  |  |  |  |  | X | X | X | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | | | | | | | | | | | |
| 16 | 6 |  |  |  |  |  | X | X | X | | X | | X | X | | | | | X | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | X | | | | | | | | | | | | | | X | X | X | X | X | X | X | | | | |
| 17 | 13 |  |  |  |  |  | X | X | X | | X | | X | X | | | | | | | | X | | X | | | | | | | | | | | | | | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | X | X | X | X |

原始信息汇总

数据集概述

数据集名称

Dataset of sonoda_umi/園田海未/소노다우미 (Love Live!)

数据集描述

该数据集包含500张图像及其标签，主题为sonoda_umi/園田海未/소노다우미（Love Live!）。图像的核