We all love to repurpose publicly available pretrained models for custom projects and demos. It saves time, work, and reduces carbon footprint. AMD’s high-level toolset made this process easy. No FPGA programing, no C++, and no hardware knowledge needed. In this workshop we will take a pretrained public model from model zoo and port it to AMD’s AI Engine devices, all with a couple of bash or python commands..