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视频图像处理和AI在生活中应用愈加广泛,越来越复杂的算法给边缘端的实现带来巨大的挑战。为了应对这些新的挑战,MATLAB® 和 Simulink® 提供了从算法和模型自动生成C代码和HDL代码,并将其部署到处理器和FPGA上的完整流程。
本演讲将介绍如何从图像预处理开始,在Simulink中建模多核处理器任务,从模型生成多核处理器代码;并演示从训练好的图像处理AI网络生成HDL代码,部署到FPGA开发板上的完整流程。
出版年份: 2023 年 7 月 12 日
使用 MATLAB 衔接无线通信设计与测试
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Using Custom Boards for FPGA-in-the-Loop Verification
Generating DPI-C Models from MATLAB Using HDL Verifier
从MATLAB到FPGA: 视频和图像处理
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