Object detection and tracking

At AitoeLabs, I worked with a team of engineers to build efficient video analytic solutions for internal security. To ensure ATM security we developed deep learning models and algorithmic codes on the live video stream.
  I was affiliated with the object detection and tracking group. Our implemented human detection algorithm’s performance is displayed in below.

  Object tracking deals with tracking detected objects by assigning IDs to them. A theft or vandalizing of an ATM generally happens when there is a group of people (more than the allowed number) in the ATM or if a person is loitering around inside the ATM for a prolonged duration. Using object tracking methodology we developed algorithms to detect this kind of behavior and on detection alerted the security personnel/ company.