Past NIWeek Sessions

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TS9758: Artificial Intelligence With LabVIEW: Deep Learning-Based Classification and Control


Ian McFarlane (Software Engineer, JKI)

Javier Ruiz (Senior Engineer, JKI)


Deep learning has revolutionized autonomous classification and control, from autonomous vehicles to robotics to scientific instruments to industrial quality control systems. Deep learning-based algorithms have outperformed traditional machine learning techniques in nearly all domains. JKI has developed deep learning-based real-time machine learning classifiers for LabVIEW Real-Time and LabVIEW FPGA to offer the latest AI techniques to NI embedded platforms. FPGAs allow the execution of these state-of-the-art algorithms in a power-efficient way. At this session, explore the science and the art of deep learning and examine real-time image classifications applicable to a wide variety of real-life problems.