Did you know that a set of computer algorithms can process a video stream in a way that allows them to detect criminal activity, control traffic jams, and even automatically detect events in sports broadcasts? Thanks to the application of machine learning, the idea of acquiring so much data from a simple video doesn’t seem that unrealistic. In this article, we want to share our experience applying the pre-built logic of a machine learning algorithm for object detection and segmentation to a video.
In particular, we talk about how to configure Google Colaboratory for solving video processing tasks with machine learning. You’ll learn how to use this Google service and the free NVIDIA Tesla K80 GPU that it provides for achieving your own goals in training neural networks. This article will be useful for people who are getting familiar with machine learning and considering working with image recognition and video processing.
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