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Africa Machine Intelligence
Updated a year ago
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Using Hololens to control drones for cell tower inspections
Vision
Inspection drones will autonomously issue trouble tickets when they detect a quality defect in the network. Inspection drones will automatically determine and upload network configuration data into systems. Drones will incorporate closed loop control for autonomous actions i.e., complete automation whatever action is required manual intervention will only be considered when automation is not able to perform complex technical actions. Drone video analytics will be rendered on hololens, giving technicians on the ground with feedback.
Methodology
  1. Unity 3D Machine learning: Drones will learn what we consider to be qualify defects by watching humans repeatedly identify defects in videos
  2. Facial Recognition: Drones will recognize network equipment and identify anomalies
  3. Video Analytics: Drones will extract intelligence from video and execute necessary actions
  4. Head Mounted Device: Engineer wearing magic leap/hololens working autonomously with the drone on inspection.

Tags:
Moloti Nakampe
Mr - Executive
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