Deep Learning on Video (Part Two): The Rise of Two-Stream Architectures

Cameron R. Wolfe, Ph.D.
Towards Data Science
17 min readJan 28, 2022

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Two-Stream Architecture for Video Understanding (Image by Author)

This post is the second in a series of blog posts exploring the topic of deep learning on video data. 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. In the first post of the series, I overviewed the earliest…

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