Mez
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5
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Mez
deep_homography_estimation
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This project implements the 2016 paper Deep Image Homography Estimation by DeTone, Malisiewicz, and Rabinovich.
extended_kalman_filter_cpp
18
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2
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An Extended Kalman Filter (that uses a constant velocity model) in C++. This EKF fuses LIDAR and RADAR sensor readings to estimate location (x,y) and velocity (vx, vy).
extended_kalman_filter_python
31
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Python implementation of an Extended Kalman Filter.
model_predictive_controller_cpp
17
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11
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This is MPC (model predictive controller) that can predict steering and throttle to drive in a simulator.
monocular-visual-odometry
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Experiments on visual odometry using monocular camera. Plan to eventually experiment with Deep Learning for features.