A new high-speed real-time video processing platform

In this contribution we present a CNN video processing system that takes full advantage of a digital CNN Universal Machine (CNN-UM) using the recently-introduced NERO architecture. The proposed system is fully configurable in terms of network size and data precision. Using a Xilinx Zynq-7000 SoC we implemented a network of 512 × 900 cells at 8 bit, enabling us to process video streams with more-than-VGA resolution in real-time.