Detecting and counting free parking slots based on video stream of parking.
Project is based on yolov5. When bounding box of a car is fulfilling more than 0.1 space of parking slot, parking slot is counted as occupied. Model should be at least 0.71 confident that car is a car. Threshold was tuned to consistently detect cars and not to detect humans with shopping carts. For the purpose of marking up parking slots I created my own mark up programm. Here you can see the result.