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Self-Driving Car Project: Designing a Kalman Filter

Hello there! I'm Babak. Let me introduce you to my project. In this project I created a Kalman filter with a matrix class and ran the filter on simulated LiDAR data and visualized the results. Kalman filters are used to reduce noise in the sensor data and sensor fusion in a self-driving car. This project was written using Python object oriented programming.

Contents

  • Python scripts
  • Jupyter notebooks
  • Readme file

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Self-driving car project: Kalman Filter Design

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