Deep Neural Networks for Video Applications
Speaker: Alex Conway
Track: Data Science
Time: Oct 10 (Thu), 16:00
Most CCTV video cameras exist as a sort of time machine for insurance purposes. Deep neural networks make it easy to convert video into actionable data which can be used to trigger real-time anomaly alerts and optimize complex business processes. In addition to commercial applications, deep learning can be used to analyze large amounts of video recorded from the point of view of animals to study complex behavior patterns impossible to otherwise analyze. This talk will present some theory of deep neural networks for video applications as well as academic research and several applied real-world industrial examples, with code examples in python.