Wio Terminal TinyML Course - People Counting and Azure IoT Central Integration - Part 3
Hardware.ai via YouTube
Overview
Learn to implement a people counting system using TinyML on the Wio Terminal and integrate it with Azure IoT Central in this comprehensive tutorial. Explore data collection techniques using ultrasonic and LiDAR sensors, process the gathered information, and train a machine learning model using Edge Impulse. Discover strategies to improve model accuracy and deploy the solution on the Wio Terminal device. Create a graphical user interface and establish a connection with Azure IoT Central for real-time data monitoring and analysis. Follow along with step-by-step instructions, from initial setup to final implementation, and gain practical insights into TinyML applications for IoT projects.
Syllabus
Intro
Twitter announcement
Get to know the data
Gather the data
Data processing and model training
How to improve the results
Deploy on device
GUI and Azure IoT integration
Conclusion
Taught by
Hardware.ai