HalaHamdi / Vehicle_Detection

Vehicle detection using image processing and classical machine learning

Vechile Detection

Project Description

Vehicle detection using image processing and classical machine learning

Project Dependencies

• skimage version '0.18.1'
• sklearn version '0.24.1'
• numpy version '1.20.1'
• cv2 version '4.2.0'
• matplotlib version '3.3.4'

Downloading Dataset Guidelines

• Download both vehicle and non-vehicle datasets inside a folder named "train data" at the same hierarchical level as the "Car detection project.ipynb".
• Dataset Download Links Vehicle images Non-vehicle images
• Or replace the paths in the following line with the paths you'd like to save the dataset at.

How to use the project:

• Open the integration.ipynb file in a Jupyter notebook.

• In the following line, replace the string 'trimmed4.mp4' with a string containing the name of the video you want to run the project on.

  

• Run all cells.