Traffic Monitor and Controller (Ongoing)
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Traffic Monitor and Controller (Ongoing)

Traffic Monitor and Controller (Ongoing)

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    Huy is still working on this project.


Published: April 12, 2018 0 0 492
By: Huy Tran, Cal Poly Pomona
Category: Engineering
Hashtags: #computer_engineering #computervision #data_analytics #data_processing #Design #Electrical #Engineering #machineLearning #microcontrollers #OpenCV #Project #Python #raspberrypi #Teamwork #trafficlightcontroller

- Design a system to monitor and control traffic on campus
- Lead a team of three and be responsible for the sensory module and the main controller
- Build a Python program with OpenCV and run it on a camera-connected Raspberry Pi 3 to detect and measure a vehicle’s velocity and acceleration from video input in real time
- Design an unsupervised machine learning model using Scikit-learn and other Python packages and train it with the collected data—date, time, car count, speed, and acceleration/deceleration—to predict the upcoming traffic condition