zoheb/sketch-scene

---
license: cc-by-nc-sa-4.0
language:
- en
language_creators:
- machine-generated
multilinguality:
- monolingual
pretty_name: 'Sketch Scene Descriptions'
size_categories:
- n<10K
source_datasets:
- FS-COCO
tags: []
task_categories:
- text-to-image
task_ids: []
---

# Dataset Card for Sketch Scene Descriptions

_Dataset used to train [Sketch Scene text to image model]()_

We advance sketch research to scenes with the first dataset of freehand scene sketches, FS-COCO. With practical applications in mind, we collect sketches that convey well scene content but can be sketched within a few minutes by a person with any sketching skills. Our dataset comprises around 10,000 freehand scene vector sketches with per-point space-time information by 100 non-expert individuals, offering both object- and scene-level abstraction. Each sketch is augmented with its text description.

For each row, the dataset contains `image` and `text` keys. `image` is a varying size PIL jpeg, and `text` is the accompanying text caption. Only a train split is provided.

## Citation

If you use this dataset, please cite it as:

```
@inproceedings{fscoco,
title={FS-COCO: Towards Understanding of Freehand Sketches of Common Objects in Context.}
author={Chowdhury, Pinaki Nath and Sain, Aneeshan and Bhunia, Ayan Kumar and Xiang, Tao and Gryaditskaya, Yulia and Song, Yi-Zhe},
booktitle={ECCV},
year={2022}
}
```

原始信息汇总

数据集概述

基本信息

• 名称: Sketch Scene Descriptions
• 许可证: cc-by-nc-sa-4.0
• 语言: 英语
• 语言创建者: 机器生成
• 多语言性: 单语
• 大小类别: 小于10K
• 来源数据集: FS-COCO
• 任务类别: 文本到图像

数据集内容

• 描述: 该数据集包含约10,000个自由手绘场景矢量草图，由100名非专业人士绘制，每个草图附有文本描述。
• 数据结构: 每条记录包含image和text键。image是大小可变的PIL jpeg图像，text是对应的文本标题。
• 数据分割: 仅提供训练集。

引用信息

• 引用格式:

  @inproceedings{fscoco, title={FS-COCO: Towards Understanding of Freehand Sketches of Common Objects in Context.}, author={Chowdhury, Pinaki Nath and Sain, Aneeshan and Bhunia, Ayan Kumar and Xiang, Tao and Gryaditskaya, Yulia and Song, Yi-Zhe}, booktitle={ECCV}, year={2022} }