In this embedded tutorial, follow simple, step-by-step instructions to program a basic “Hello World” AI application that you can use in a range of smart camera and vision applications. In less than twenty minutes, only using free tools and software online, you’ll learn:
Basic concepts of AI and deep learning
• How sensor data is used to make a camera “smart”
• How to train and deploy a deep learning model with free open-source software
• How to program a simple, edge AI “Hello World” application in Python and Jupyter notebook
• How to deploy your application on hardware accelerators using industry standard APIs—e.g. TensorFlow Lite, ONNX Runtime, TVM
Business Manager, Industrial Automation, Texas Instruments
Srikanth (Srik) Gurrapu is a member of TI’s embedded processors software team, where he focuses on edge AI applications. He has been with Texas Instruments for 20 years, and previously worked as marketing manager for the Sitara™ embedded...