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Syntiant Corp. and GlobalSense have introduced two cloud-free, always-on deep learning solutions for enhancing vehicle safety and security. These solutions use audio event detection (AED) and predictive maintenance to recognize and respond to specific sounds such as tires screeching and glass breaking. The solutions are powered by Syntiant’s TinyML Board with embedded NDP101 Neural Decision Processor and GlobalSense’s AI models, and consume less than 140 microwatts of power. Registration is free for Imagine 2023, an event streaming from the Computer History Museum in Mountain View, California.