petrbndkt / car-parking-finder

Car-parking-Detection

• This project find outs the count of empty and occioped parking spaces in a car-parking-lot using through digital image processing techniques form opencv.

• Clone the repository.

git clone https://github.com/noorkhokhar99/car-parking-finder.git

• Goto the cloned folder.

cd car-parking-finder

• Upgrade pip with mentioned command below.

pip install --upgrade pip

• Install requirements with mentioned command below.

pip install -r requirements.txt

• Run the code with mentioned command below.

app.py

Example Results

Problem Defination

• finding out the empty parking spaces in a car-parking-lot aotomatically from servillance camera.

solution

• Extracting the parking lot coordinates form the image by car_park_coordinate_generator.py script.
• Then use this coordinates to processing every car parking space individualy.
• Implementing digital iamge processing techniques to find out the empty and occupied parking spaces.
• drawing the reults into the image.

Used The Concepts

• OOP concepts
• Opencv High Level GUI Programming
• Opencv Basic Image Processing
• Doc String
• Python Type Annotation

Controlling with the project

• labelling car park

  • you can click left mouse button. It will draw the its order.

• removing the label car park

  • you will do same thing above with mouse middle button instead of clicking left mouse button.

• Exit from the project

  • just click q button on your keyboard. (When your Operating System Selected the project window)

• Saving the results

  • just click s button on your keyboard. (When your Operating System Selected the project window)

Note

• CarParkingPos is a pickle file which stores the empty car parking positions. The car park areas represented as rectangle and they stored with coordinate of its top left point.