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Online application that tracks real-time capacity of parking lots. TinyML, REST, React

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What is ParkSense?

Leveraging real-time computer vision on the edge, ParkSense provides real-time parking lot capacity tracking for campus, sporting events, retail, and many other parking lot settings.

We developed ParkSense using the ESP32s3 and specialize our car detection/localization tasks on top of MobileNetv2.

We currently provide a web-based frontend, developed in React.

Team Members (by contribution)

Frontend:

  • Sam Aldeguer
  • Troy D'Amico
  • Aaron Horton

API/Hosting:

  • Troy D'Amico
  • Landen Doty

Device/CNN:

  • Landen Doty
  • Sepehr Noori

Frontend Availability Page

Frontend_Demo_Availability_Page.mp4

Microcontroller Custom Housing

Notes and Acknowledgements

Created for EECS581/582 Senior Capstone at the University of Kansas

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Online application that tracks real-time capacity of parking lots. TinyML, REST, React

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