Suhas Mitra, Director Product Management and Marketing at Cadence, demonstrates the company’s latest edge AI and vision technologies and products at the 2023 Embedded Vision Summit. Specifically, Mitra demonstrates Cadence’s Tensilica AI accelerator portfolio, specifically showcasing the company’s Tensilica NNA (Neural Network Accelerator) 110 IP.
These IPs can significantly improve the performance of edge and on-device AI when executing deep learning workloads. The first demo shows a camera image super-resolution use case where deep learning models like Yolo and ESPCN are executed on an FPGA-based platform. The second demo pipeline stitches multiple sensor inputs to demonstrate concurrency and parallelism using vision and audio AI workloads running on the NNA 110.