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English(EN) Sketch2Sim: an end-to-end modular framework for hand-drawn circuit analysis

新框架将手绘电路图转换为SPICE兼容的网表

作者 PulseAugur 编辑部 · [1 个来源] ·

研究人员开发了Sketch2Sim，一个用于分析手绘电路图的新型框架。该系统将电路草图转换为与集成电路强调仿真程序（SPICE）兼容的格式，从而能够自动计算节点电压和电流。该框架采用多阶段流水线，包括基于YOLO的检测器、用于符号提取的带OCR的CRNN，以及用于节点识别的DBSCAN等图像处理技术。创建了一个包含1000个手绘电阻-电感-电容（RLC）电路的数据集来训练和评估该系统，证明了其在各种书写风格和条件下的稳健性能。 AI

影响 该框架可以简化工程设计审查，并增强学生在电路领域的学习体验。

排序理由 该集群描述了一篇详细介绍新电路分析框架的研究论文。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.LG 阅读 →

AI 生成摘要 · Google Gemini · 来自 1 个来源。 我们如何撰写摘要 →

新框架将手绘电路图转换为SPICE兼容的网表

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该集群描述了一篇详细介绍新电路分析框架的研究论文。[lever_c_demoted from research: ic=1 ai=1.0]
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报道来源 [1]

  1. arXiv cs.LG TIER_1 English(EN) · Mohammad Kawsar, Al Amin Islam Ridoy, Md Rakib Hossain, Farzana Akter, AKM Bahalul Haque, Rejwan Bin Sulaiman, Mohammed Amin Almaiah ·

    Sketch2Sim: an end-to-end modular framework for hand-drawn circuit analysis

    arXiv:2610.28836v1 Announce Type: cross Abstract: This study proposes a sketch-to-simulation system to solve handwritten circuit diagrams. The system converts raw images into a Simulation Program with Integrated Circuit Emphasis (SPICE)-compatible netlist and automatically calcul…

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