Explore the practical application of C++ and TensorFlow Lite for efficient machine learning on embedded devices in this 48-minute conference talk from CppCon 2023. Discover how to implement image classification on a Raspberry Pi using C++ and learn to create a classic game with hand gesture recognition. Gain insights into combining powerful programming tools for embedded systems without requiring prior knowledge of machine learning or embedded devices. Presented by Adrian Stanciu, an experienced software engineer specializing in Linux system programming, this talk offers valuable insights for developers interested in leveraging C++ for machine learning applications on resource-constrained hardware.