Lane Detection And Lane Keeping

This project is part of my bachelor’s thesis.
The goal is to get a gopigo car to detect lanes provided by the raspberry pi camera v2. Return an information about the direction of the lane and keep the lane with a p-controller. Additionally, I implemented an obstacle detection with a haar cascade for cars.

Pipeline

Pipeline Pipeline

The workthrough of the lane detection and lane keeping is the following:

  • A possibly distorted input image is provided by the raspberry pi camera. With the file camcalib.py the input image is getting undistorted.

Undistorted distorted Image Undistorted Image

 

To finish reading, please visit source site