- Each detection result from the model should be a list of 5 (cx,cy,v,c,p) values:
- First two should represent the centre coordinates cx, cy of the detected parking slot
- Third value should represent the vehicle occupancy v in the parking slot. It should be 1 if the vehicle is present in the parking slot and 0 otherwise.
- Fourth value should represent the color_code c (0-8 values for White-0, Silver-1, Black-2, Grey-3, Blue-4, Red-5, Brown-6, Green-7, Others-8)
- Fifth value should represent the pose p (0 for front facing i.e front of the car is looking at the camera, 1 for back, back of the car is looking at the camera)
charlesa101/SmartParkingSystem
As part of this challenge we have tried to built a brain for a smart parking app using image processing and machine learning using python libraries. Our project takes the image of a parking lot and at any time can provide the list of total parking spaces and how many available for parking.
Jupyter Notebook