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Explore how to deploy Deep Learning algorithms on IoT devices using TensorFlow Lite in this 31-minute conference talk from Devoxx. Learn about the advantages of using Machine Learning "at-the-edge" for constrained IoT systems, including reduced network latency, improved privacy, and offline functionality. Discover the potential of applying these techniques to design a smart vertical farming system capable of predicting and optimizing plant growth, both for home use and in developing countries with unreliable internet connections. Gain insights from an expert in IoT security and R&D, who holds a Ph.D. in Computer Science and specializes in Visible Light Communications for IoT. Understand the practical applications of lightweight machine learning algorithms in microcontrollers and their impact on the future of agriculture and sustainable farming practices.
