Deep Learning on Video (Part Three): Diving Deeper into 3D CNNs

A Factorized 3D Convolution Operation (created by Author)

This post is the third in my series for video deep learning methodologies that I am writing as part of my work as a Research Scientist at Alegion. The goal of this series of blog posts is to both overview the history of deep learning on video and provide relevant context for researchers or practitioners looking to become involved in the field. Given the massive rise of video data…