Quantised Siamese Tracker for 4K/UltraHD Video Stream – a demo

This demo presents a hardware architecture for an object tracker based on a quantised Siamese neural network. The system is designed to work with a 4K/UltraHD input video stream and to meet the real time and energy efficiency constraints. The network is designed using Brevitas and implemented with FINN tool from Xilinx. The Siamese tracker runs on the ZCU 104 board, with the Zynq UltraScale+ MPSoC device from Xilinx.