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