Louis Moreau, User Success Engineer at Edge Impulse, demonstrates the company’s latest edge AI and vision technologies and products at the 2021 Embedded Vision Summit. Specifically, Moreau demonstrates an effective image classification solution that costs less than $5. The ESP32-CAM, famous for its ultra-low price, extensive capabilities and energy efficiency, is widely used in affordable IoT solutions. This demonstration shows how to open up new application fields by boosting this microcontroller with intelligent capabilities using Edge Impulse. It’s no longer necessary to be a machine learning expert in order to classify images using transfer learning techniques.