数字化-HCD:用于数字化手写电路图的数据集
Nadim Ahmed1, Mirza Fuad Adnan1, Ahmad Shafiullah1
1Department of Electrical and Electronic Engineering, Islamic University of Technology, Gazipur 1704, Bangladesh.
Data in brief
|February 11, 2025
概括
研究人员创建了数字化手写电路图 (HCD) 数据集,以推进电路图的数字化. 这一数据集有助于将手写图形转换为机器可读的格式,用于电路模拟.
科学领域:
- 电气工程 电气工程
- 计算机视觉 计算机视觉
- 数据科学数据科学数据科学
背景情况:
- 手写的工程图表很普遍,但缺乏数字化集成.
- 手写电路图的数字化是一个尚未探索的研究领域.
- 现有的工作流被遗留图的不可访问性所阻碍.
研究的目的:
- 解决手写电路图数字化公共数据集的缺乏问题.
- 促进开发用于将图表转换为机器可读格式的自动化工具.
- 支持电路模拟软件对手写的图表进行解释.
主要方法:
- 开发了数字化手写电路图 (HCD) 数据集,包含1277个图表.
- 收集了176名志愿者的捐款.
- 有注释的组件符号,文本标签和端口位置.
主要成果:
- 数据集包括17个类中的18602个注释组件符号.
- 具有 11,936 个注释文本标签.
- 开发了一个用于端口本地化的注释工具,并公开提供.
结论:
- 数字化-HCD数据集是推动手写电路图研究的重要资源.
- 它可以开发用于图表数字化的端到端工具.
- 便于将传统图表集成到现代工程工作流程中.
相关概念视频
01:14Circuit Terminology
598
An electrical network is a system composed of interconnected elements, such as resistors, capacitors, inductors, and voltage or current sources. Unlike a circuit, an electrical network does not necessarily form a closed path. In other words, while all circuits can be considered networks due to their interconnected nature, not every network qualifies as a circuit.
A circuit, on the other hand, is also an interconnected system of electrical elements but must contain one or more closed paths.
A circuit, on the other hand, is also an interconnected system of electrical elements but must contain one or more closed paths.
598
01:21Electric Circuit Elements
647
Circuit elements are the basic building blocks of an electric circuit. Essentially, an electric circuit is the interconnection of these elements. Within electric circuits, one can find two types of elements: passive and active. Active elements have the ability to generate energy, whereas passive elements do not. Passive elements include components like resistors, capacitors, and inductors, while active elements typically encompass generators, batteries, and operational amplifiers.
The most...
The most...
647