Accelerating Real-Time Edge AI: Unraveling the potential of the VE2302 in the AMD landscape

In the fast-evolving landscape of Artificial Intelligence (AI) and machine learning, real-time applications demand cutting-edge solutions. Xilinx, now under AMD, aims to address this need with the Versal™ AI Edge Series. This series promises high-performance, low-latency AI inference for diverse applications, including automated driving, factory automation, and healthcare systems. The Vek280, a potent board from this series, showcases impressive performance but faces challenges due to its high production cost. This thesis delves into the development and potential impact of the VE2302, a more affordable and accessible alternative designed to strike a balance between superior performance and cost-effectiveness. The VE2302 targets industries where real-time AI applications play a crucial role, presenting opportunities for innovation and broader market reach. The exploration includes a comprehensive review of the Versal Family, focusing on the Versal AI Edge Series, and detailed insights into the VE2302's design, interfaces, and potential applications. Benchmark evaluations against existing boards and a comparative analysis underscore the VE2302's capabilities, highlighting its significance in the evolving landscape of edge AI devices. The strategic shift toward affordable, high-performance solutions positions Xilinx/AMD competitively in the burgeoning real-time application domain, opening avenues for diverse and impactful applications.