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A Realtime Lane detection project using techniques like colour thresholding, bird's eye view perspective transformation, sobel filtering, curve fitting etc to detect lanes in diverse whether conditions

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nikhil-babar/LaneCV

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LaneCV

Overview

LaneCV is a lane detection system implemented in Python using OpenCV. This project aims to accurately identify and visualize lanes in diverse road environments, showcasing a robust computer vision approach.

Features

  • Accurate lane detection in various climatic conditions.
  • Seamless visualization of lanes in 3D, providing a clear representation of the road environment.
  • Implemented noise reduction, color thresholding, and advanced mathematical techniques for curve fitting.

Demo

Watch a demonstration video to see the lane detection system in action.

About

A Realtime Lane detection project using techniques like colour thresholding, bird's eye view perspective transformation, sobel filtering, curve fitting etc to detect lanes in diverse whether conditions

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