基于TDA4VMID SoC的单芯片自动代客泊车系统

Mihir Mody, Kedar Chitnis, H. Hariyani, Shyam Jagannathan, Jason Jones, G. Shurtz, Abhishek Shankar, Ankur, Mayank Mangla, Sriramakrishnan Govindarajan, Aish Dubey, K. Chirca
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引用次数: 0

摘要

自动代客泊车是先进驾驶辅助系统(ADAS)的一项关键新兴功能,可增强传统的环视系统在停车场景中的自主性。自动代客泊车系统通常使用多个硬件组件构建,例如ISP,微控制器,fpga, GPU,以太网/PCIe交换机等。德州仪器的新Jacinto7平台是业界集成度最高的SoC之一,用单个TDA4VMID芯片取代了这些组件。TDA4VMID SoC可以同时进行分析(传统的计算机视觉和深度学习)和复杂的3D环绕视图,使其成为一种具有成本效益和功耗优化的解决方案。TDA4VMID是一个真正的异构架构,它可以使用一个高效且易于使用的基于OpenVX的中间件框架来编程,以实现跨内核的软件组件分布。本文介绍了自动代客泊车系统中数据流分析和3D环视的典型功能及其与TDA4VMID SoC多核的映射。自动代客泊车系统可以在TDA4VMID SOC上实现,将主机ARM的完整处理卸载到其他SOC内核上,为客户提供充足的空间,以备未来的验证,以及增加客户特定差异化的能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Single Chip Auto-Valet Parking System with TDA4VMID SoC
Auto-Valet parking is a key emerging function for Advanced Driver Assistance Systems (ADAS) enhancing traditional surround view system providing more autonomy during parking scenario. Auto-Valet parking system is typically built using multiple HW components e.g. ISP, micro-controllers, FPGAs, GPU, Ethernet/PCIe switch etc. Texas Instrument’s new Jacinto7 platform is one of industry’s highest integrated SoC replacing these components with a single TDA4VMID chip. The TDA4VMID SoC can concurrently do analytics (traditional computer vision as well as deep learning) and sophisticated 3D surround view, making it a cost effective and power optimized solution. TDA4VMID is a truly heterogeneous architecture and it can be programmed using an efficient and easy to use OpenVX based middle-ware framework to realize distribution of software components across cores. This paper explains typical functions for analytics and 3D surround view in auto-valet parking system with data-flow and its mapping to multiple cores of TDA4VMID SoC. Auto-valet parking system can be realized on TDA4VMID SOC with complete processing offloaded of host ARM to the rest of SoC cores, providing ample headroom for customers for future proofing as well as ability to add customer specific differentiation.
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