Overview
Overview
Finding parking spots is an issue that plagues every driver. SpotOn addresses this problem by proposing an intelligent parking sensor system powered by ML image recognition. Using an onboard CNN accelerator with a microcontroller, parking spot detection can be accomplished with low cost and low power consumption. Spot statuses are sent to a central database through LoRaWAN communication and rendered on a web application for users to easily access.
Block Diagram
Block Diagram
LoRaWAN Network Server Stack
CNN Architecture
CNN Architecture
Demo
SpotOn_Demo.mp4