XNOR CNNs in FPGA: realt̄ime detection and classification of traffic signs in 4K – a demo

Tomasz Kryjak

PhD

I am interested in embedded vision systems for autonomous vehicles, drones and advanced automated video surveillance. I implement these in FPGAs and reprogrammable heterogeneous devices. I also work with event cameras, neuromorphic computing and embedded AI systems.