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Python implementation of monocular Monte Carlo particle filter

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Visual Monte Carlo Localization

Monte Carlo Localization implemented in Python and OpenCV. Utilizes fully wireless robotics platform with a Raspberry Pi and Create iRobot.

Instructions for setup can be found in this repository.

A Monte Carlo Localization algorithm with motion blur correction was developed and released in this repository.

Finally, a fully autonomous navigation script was piloted and tested in this repository.

Credits

Harvey Mudd College Computer Science REU 2016

Ciante Jones: cjjones@hmc.edu

Chi-Yen Lee: johlee@hmc.edu

Andy Zhang: axzhang@hmc.edu

Professor Zach Dodds: zdodds@hmc.edu

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Python implementation of monocular Monte Carlo particle filter

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