Computer Vision Using Deep Learning: Neural Network Architectures with Python and Keras

© Vaibhav Verdhan 2021

V. VerdhanComputer Vision Using Deep Learninghttps://doi.org/10.1007/978-1-4842-6616-8_7

7. Video Analytics Using Deep Learning

Vaibhav Verdhan¹  

(1)

Limerick, Ireland

 

A minute of video is worth 1.8 million words.—Dr. James McQuivey

Videos are a really powerful medium. Roughly 300 hours of videos are uploaded to YouTube every minute. And the number of videos created is increasing daily. With the advent of smartphones and improved hardware, the video quality is enhanced. More videos are being created and stored across domains and geographies. We have movies, advertisements, short clips, and personal videos. Most of the videos contain human faces, objects, and some movements of objects. A video might be shot during the daytime ...