Car Whispering: the AI Mechanic
summary
Demonstrates running TinyML audio event detection on microcontrollers (ESP32 or Arduino BLE Sense with a microphone) to detect vehicle faults from sound. Uses a pre-trained audio-event model deployed on the MCU and provides the model and code via Edge Impulse and Git.
AI-written summary · about
related talks
05mBuilding Machine Learning models with Edge Impulse
31mKeynote: The next big thing in machine learning is tiny
14mVeCare: Statistical Acoustic Sensing for Automotive In-Cabin Monitoring
20mExploring the hidden potential of sound data
25mMachine Learning on Microcontrollers; Tiny, Useful and Fun
55mEdgeAI - AI in the Palm of Your Hand
10mLightning Talk: Debugging Edge AI on Zephyr and Lessons Learned
27mWhat’s TinyML good for