tinyML: Building Product Intelligence and ML Models Faster for Ultra-Low Power Devices
With 250 billion microcontrollers in the world today and counting, tinyML is an effective technology for performing on-device data analytics for vision, audio, motion, and more. It gives small devices the ability to make smart decisions without sending data to the cloud. Arm and its partners are helping developers with resources that help them build and deploy their ML models faster and more efficiently that are small enough to fit into any environment.
tinyML is a fast-growing field of machine learning (ML) technologies and applications implemented by Arm, Qualcomm and other pioneers to enable ultra-low power ML at the edge. See how tinyML can help solve computer vision, audio recognition, speech recognition, and natural language processing challenges.