tinyML Foundation EMEA 2024: Carmelo Sansone of Renesas - tinyML, from Concept to Reality

Ever wondered how the explosion of data and affordable processors is transforming our everyday devices? Join us as we dive deep into the captivating world of Tiny Machine Learning (TinyML) with Carmelo Sansone, who shares his vast experience from Renesas and the #MEMS and #sensor industry. Discover how today's cutting-edge technology is turning futuristic concepts into reality, making our devices smarter and more efficient. From the increasing number of sensors in smartphones to the rise of autonomous vehicles, we'll explore how this data revolution is fueling the growth of TinyML across various sectors. Carmelo also provides a critical look at the lifecycle of #artificialinteligence adoption, highlighting why not every application requires AI and showcasing market trends that predict stellar growth rates.
Our conversation doesn't stop at theory-we delve into practical applications of AI in home automation and industrial settings. Imagine a world where smart appliances manage your kitchen and robots streamline warehouse operations! Carmelo discusses the innovative uses of AI in smart homes, cities, and beyond, from optimizing #hvac systems to enhancing safety during emergencies. We also tackle the hurdles of adopting AI for real-time analytics, vision, and voice applications, emphasizing the need for robust data acquisition and skilled engineers. Tune in to learn about the role of pre-trained models and how partnerships can drive specialized solutions like defect detection. Finally, we outline our vision of democratizing AI with a scalable product portfolio and a robust developer stack, making this episode a must-listen for anyone fascinated by the future of #edgeai and #tinyml.