I want to develop a python script that takes as input a video recording from a dashcam and detects nearby vehicles and the road lane the moving vehicle passes through as well as its speed (the moving vehicle with the dashcam)
-python programming language
Using the methods:
ROAD MARKER AND ROAD LANE DETECTION
-top view image transformation approach
-Gaussian blur and canny edge
-determine color of road lane (either yellow or white)
CAR DETECTION and TRACKING
-forward facing and backward facing vehicles not the same
- HOG descriptor and SVM classifier for detection (sliding window, heatmaps, etc.)
-track these detections with ID for final method
- no particular method
DETERMINE ILLEGAL OVERTAKES (final method)
-for this project, 4 illegal overtakes are chosen
-overtaking at unsafe distances
-overtaking when left side is not visible of oncoming traffic
as long as the said methods above are met,
i might have to discuss with you the final method afterwards but the idea is to use the road lane, road marker, and nearby vehicles to determine illegal overtakes.
Negotiable price range as I am still a student. Thank you for understanding!
9 freelancers are bidding on average $176 for this job
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