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Advanced Lane Detection

  • Industrial Level Lane Detection Algorithm
  • OpenCV + Python


Lane Detection | Full Video | Full Report


Overview

  • I used a series of pipeline to better detect lanes.
  • The pipeline is better explained in this research paper

Undistort Image


Unwarp Image | Bird View


Apply B-Channel & L-Channel Combined Binary Image


Using Historgram to Detect Lane Pixels

Utilize Sliding Windows to detect Lanes

Highlight Lanes & Smooth Windows

Reverse Engineer & Apply Lines back

Draw Data

Hooray