HLS for Vision and Deep Learning Hardware Accelerators Seminar
Deep learning applications that use images for computer vision are on the rise. AI-infused applications that need to be deployed at the edge as inference solutions, are challenged by the power and performance needed to execute them. NVIDIA, Google, Bosch, Qualcomm, and others have turned to High-Level Synthesis (HLS) to address this. Using HLS in their design and verification flow enables them to go from idea to silicon in a fraction of the time, achieving PPA equivalent to hand-coded RTL.
