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Phạm Ngọc Sơn's Projects

dlwpt-code icon dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens and Luca Antiga.

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

kiss-icp icon kiss-icp

KISS-ICP: A LiDAR odometry pipeline that just works

mpu9250 icon mpu9250

MPU9250+ Kalman Filter + Madgwick Filter

particle_filter icon particle_filter

A fast particle filter localization algorithm for the MIT Racecar. Uses RangeLibc for accelerated ray casting.

pilotnet icon pilotnet

A Deep Learning Beginner: Nvidia's End to End Learning on Steering for Self-Driving Cars

rosserial_stm32f4 icon rosserial_stm32f4

ROSserial implementation for STM32F4, developed to work with STM32CubeIDE projects

usb_cdc- icon usb_cdc-

Project interface MCU(STM32) with PC through USB

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