Projects
SOVA - The Flight Companion
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SOVA uses state of the art techniques like DeepRL and Transfer learning to achieve results indoor navigation. It also uses a method of PID controller for collision avoidance and error rectification in the path.
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Then proposed path planning system avoids the use of GNSS but achieves a close proximity scouting/path tracing with remote access and feed. It uses a way-point mapping technique along with coordinate systems to achieve the same.
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The models developed are low-fledged and require fewer computation resources. They can also be hosted on nano/mini-drones that are most suitable for SNR operations and indoor navigation.

HAWK - The Secure Screen
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HAWK provides a way to incorporate features as face unlocks or secureness of PC or Laptop from peepers with your Windows/Linux OS as an application.
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Monitors user's activity and locks the screen if user not found.
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Secures the system from intruders by locking the system, if the user is not registered with Hawk.
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Provides control panel to access user privileges for the system.
