Light-ECV:用于嵌入式计算机视觉应用的智能轻量级框架

A. El-Sayed, M. Elhelw
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引用次数: 0

摘要

嵌入式系统的最新发展为计算机视觉在监控和医疗保健服务等领域的应用开辟了一个新的领域。然而,这样的应用需要大量的计算资源,这对于处理能力受限和内存容量有限的嵌入式设备来说是一个挑战。在本文中,我们提出了一种新的智能框架,可以构建具有最佳吞吐量的计算机视觉应用程序,并在运行时维护这些应用程序的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Light-ECV: an intelligent lightweight framework for embedded computer vision applications
Recent developments in embedded systems open up a new realm of computer vision applications in surveillance and healthcare delivery, etc. However, such applications require high computational resources, which is challenging for embedded devices that are characterized by constrained processing power and limited memory capacity. In this paper we present a novel intelligent framework that enables building computer vision applications with optimal throughput and maintaining the performance of such applications at run-time.
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