Question

“Design a video analytics system for security checks through video surveillance. Such a system demands real-time response and accurate verification. With increasing use of high-definition cameras, your system should be able to transmit video surveillance data and track theft or criminals in real time. Describe how to use artificial intelligence and machine learning technology to analyze massive video files and automatically locate the suspects in a moving path based on target features”

Answer 1

The video analytics system for security check is a need for the society these days when we don't have time to sit back and check for the intrusions in the hundreds of people. Thus for this purpose, we can have artificial intelligence for this purpose which will keep on checking the video surveillance cameras and then finding the information out of it and thus doing some tasks according to that.

Thus in order to capture the videos, we need high-quality video cameras which can make good quality videos with the reasonable size of the video. Then we need to use GPU for the fast computations which will be needed in training the model and hence finding the information out of it. The major success of this AI-enabled technology is due to the deep learning and the accuracy of it.

Thus these big size videos can be used in the computations just because of the presence of GPU's as well as the accuracy and time taken is reduced with the help of deep learning in place.

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