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zcgzcg's Projects

hypharos_racecar icon hypharos_racecar

Low-cost, high speed (600USD, 3 m/s) 1/10 Autonomous ROS RaceCar (with tutorial for beginner)

ir_detection icon ir_detection

CNN-based Person Detection using Infrared Images for Night-time Intrusion Warning Systems

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.

kalmanfilter icon kalmanfilter

This is a Kalman filter used to calculate the angle, rate and bias from from the input of an accelerometer/magnetometer and a gyroscope.

keras-yolo3 icon keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

lednet icon lednet

LEDNet: A Lightweight Encoder-Decoder Network for Real-time Semantic Segmentation

lego-loam icon lego-loam

LeGO-LOAM: Lightweight and Ground-Optimized Lidar Odometry and Mapping on Variable Terrain

loam_velodyne icon loam_velodyne

Laser Odometry and Mapping (Loam) is a realtime method for state estimation and mapping using a 3D lidar.

m2det icon m2det

M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network

mapf-lns icon mapf-lns

Anytime Multi-Agent Path Finding via Large-Neighborhood Search

mastt icon mastt

Multi Agent Simulator for Target Tracking

mavsim_template_files icon mavsim_template_files

Template files for mavsim, the simulator developed in Small Unmanned Aircraft: Theory and Practice

mpcc icon mpcc

Model Predictive Contouring Controller (MPCC) for Autonomous Racing

mpc_code icon mpc_code

Model Predictive Control for autonomous vehicle trajectory tracking control, in Matlab.

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