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  1. Advanced-Lane-Detection Advanced-Lane-Detection Public

    Computer Vision algorithm to compute road curvature and lane vehicle offset using OpenCV Image Processing, Camera Calibration, Perspective Transform, Color Masks, Sobels and Polynomial Fit.

    Jupyter Notebook 39 16

  2. Extended-Kalman-Filter Extended-Kalman-Filter Public

    Sensor fusion algorithm using LiDAR and RADAR data to track moving object, predicting and updating dynamic state estimation.

    C++ 36 4

  3. Highway-Driving Highway-Driving Public

    Path planning algorithm to safely navigate a vehicle around highway while changing lanes and limiting acceleration and jerk.

    C++ 26 6

  4. Route-Planner Route-Planner Public

    Google maps style routing algorithm to calculate the shortest path between two points using A* search algorithm.

    Jupyter Notebook 25 11

  5. Lane-Lines-Detection Lane-Lines-Detection Public

    Computer Vision algorithm to detect straight lane lines markings on road using OpenCV Image Processing, Color Masks, Canny Edge Detection and Hough Transform.

    Jupyter Notebook 25 4

  6. Kidnapped-Vehicle Kidnapped-Vehicle Public

    Particle Filter algorithm to localize a vehicle within a few centimeters, given a map, LiDAR measurements, vehicle controls and GPS.

    C++ 12 3