CyberHarem/isla_fanart_plasticmemories

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

# Dataset of [Anime-based] Isla (Plastic Memories)

This is the dataset of [Anime-based] Isla (Plastic Memories), containing 130 images and their tags.

The core tags of this character are `long_hair, red_eyes, ahoge, twintails, white_hair`, 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 | 130 | 171.52 MiB | [Download](https://huggingface.co/datasets/CyberHarem/isla_fanart_plasticmemories/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 130 | 94.34 MiB | [Download](https://huggingface.co/datasets/CyberHarem/isla_fanart_plasticmemories/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 321 | 209.24 MiB | [Download](https://huggingface.co/datasets/CyberHarem/isla_fanart_plasticmemories/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 130 | 148.42 MiB | [Download](https://huggingface.co/datasets/CyberHarem/isla_fanart_plasticmemories/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 321 | 294.47 MiB | [Download](https://huggingface.co/datasets/CyberHarem/isla_fanart_plasticmemories/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/isla_fanart_plasticmemories',
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 | 5 |  |  |  |  |  | 1girl, boots, detached_sleeves, employee_uniform, necktie, solo, white_footwear, skirt, looking_at_viewer |
| 1 | 9 |  |  |  |  |  | 1girl, detached_sleeves, solo, necktie, blush, employee_uniform, looking_at_viewer, smile, sitting |
| 2 | 7 |  |  |  |  |  | bangs, closed_mouth, collared_shirt, detached_sleeves, hair_between_eyes, red_necktie, sleeveless_shirt, 1girl, blush, long_sleeves, looking_at_viewer, solo, black_shirt, very_long_hair, simple_background, smile, white_background, white_shirt, white_skirt, bare_shoulders, uniform, upper_body |
| 3 | 5 |  |  |  |  |  | 1girl, coat, plaid_scarf, blush, red_scarf, solo, hair_between_eyes, closed_eyes, facing_viewer, long_sleeves, scarf_over_mouth, upper_body |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | boots | detached_sleeves | employee_uniform | necktie | solo | white_footwear | skirt | looking_at_viewer | blush | smile | sitting | bangs | closed_mouth | collared_shirt | hair_between_eyes | red_necktie | sleeveless_shirt | long_sleeves | black_shirt | very_long_hair | simple_background | white_background | white_shirt | white_skirt | bare_shoulders | uniform | upper_body | coat | plaid_scarf | red_scarf | closed_eyes | facing_viewer | scarf_over_mouth |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:-------------------|:-------------------|:----------|:-------|:-----------------|:--------|:--------------------|:--------|:--------|:----------|:--------|:---------------|:-----------------|:--------------------|:--------------|:-------------------|:---------------|:--------------|:-----------------|:--------------------|:-------------------|:--------------|:--------------|:-----------------|:----------|:-------------|:-------|:--------------|:------------|:--------------|:----------------|:-------------------|
| 0 | 5 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 9 |  |  |  |  |  | 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 | X | X | X | X | X | X | | | | | | |
| 3 | 5 |  |  |  |  |  | X | | | | | X | | | | X | | | | | | X | | | X | | | | | | | | | X | X | X | X | X | X | X |

原始信息汇总

数据集概述

基本信息

• 名称: [Anime-based] Isla (Plastic Memories)
• 许可证: MIT
• 任务类别: 文本到图像
• 标签: 艺术, 非所有受众
• 大小类别: n<1K

数据集描述

该数据集包含130张图片及其标签，主要标签包括long_hair, red_eyes, ahoge, twintails, white_hair。

数据来源

图片从多个网站爬取，如danbooru, pixiv, zerochan等，爬虫系统由DeepGHS Team开发。

数据集包列表

名称	图片数量	大小	类型	描述
raw	130	171.52 MiB	Waifuc-Raw	包含元信息的原始数据（最小边对齐到1400像素，如果更大）。
800	130	94.34 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	321	209.24 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	130	148.42 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	321	294.47 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。

标签聚类结果

原始文本版本

#	样本数量	图片1	图片2	图片3	图片4	图片5	标签
0	5						1girl, boots, detached_sleeves, employee_uniform, necktie, solo, white_footwear, skirt, looking_at_viewer
1	9						1girl, detached_sleeves, solo, necktie, blush, employee_uniform, looking_at_viewer, smile, sitting
2	7						bangs, closed_mouth, collared_shirt, detached_sleeves, hair_between_eyes, red_necktie, sleeveless_shirt, 1girl, blush, long_sleeves, looking_at_viewer, solo, black_shirt, very_long_hair, simple_background, smile, white_background, white_shirt, white_skirt, bare_shoulders, uniform, upper_body
3	5						1girl, coat, plaid_scarf, blush, red_scarf, solo, hair_between_eyes, closed_eyes, facing_viewer, long_sleeves, scarf_over_mouth, upper_body

表格版本

#	样本数量	图片1	图片2	图片3	图片4	图片5	1girl	boots	detached_sleeves	employee_uniform	necktie	solo	white_footwear	skirt	looking_at_viewer	blush	smile	sitting	bangs	closed_mouth	collared_shirt	hair_between_eyes	red_necktie	sleeveless_shirt	long_sleeves	black_shirt	very_long_hair	simple_background	white_background	white_shirt	white_skirt	bare_shoulders	uniform	upper_body	coat	plaid_scarf	red_scarf	closed_eyes	facing_viewer	scarf_over_mouth
0	5						X	X	X	X	X	X	X	X	X