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lane-detector's Introduction

Finding Lane Lines on the Road

Lane lines are a constant reference for where to steer the vehicle. One of the first things we would like to do while developing a self-driving car is to automatically detect lane lines. The goal of this project is build a lane detector to detect lane lines on the road.




Pipeline

  • Convert image to grayscale
  • Blur the image using Gaussian blur
  • Use Canny edge detector to get edges of the image
  • Blackout everything outside the region of interest
  • Use Hough transform to detect lines in the edge-world image
  • Draw the detected lines in the original image

Future work

  • I have not supported different lighting conditions. Any dark images would probably screw up the lane predictions.
  • The Hough transform is currently only looking for straight lines. Unless you live on a chess board, this is not good enough.
  • Some roads may not have lane lines at regualr intervals. I need to sort this out.

References

lane-detector's People

Contributors

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Watchers

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