Loahit5101
Robotics Software Engineer. My interests are in Robot Perception, Computer Vision, Deep Learning and Motion Planning.
Chicago, IL, USA
Pinned Repositories
3D-Multi-Object-Detection-and-Tracking
Multi-Object Detection and Tracking for Autonomous Driving / Robot Perception
Active-Vision-Grasping
Electrical-Fault-detection-and-classification
A sample power system was modeled using MATLAB Simulink and all six types of faults were introduced into the transmission line of the power system. An ML classifier using 8 types model was implemented using sklearn and an appropriate model was selected as the end model for each problem.
GPU-Accelerated-Monocular-Visual-Odometry
Monocular Visual odometry pipeline using C++, CUDA and OpenCV on the KITTI odometry dataset.
GR-ConvNet-grasping
Deep Robotic Grasping using Generative Residual Convolutional Neural Networks that can generate robust antipodal grasps from RGB-D input images at real-time
Motion-Planning-Autonomous-Driving
A Motion Planning framework in CARLA for Autonomous Driving in urban environments.
PEPPER-SLAM_Navigation_Bot
A differential drive mobile robot that can perform SLAM (Simultaneous Localization and Mapping) and Autonomous Navigation using navigation stack and avoid obstacles in a room
PointPillars-Camera-LiDAR-Fusion
Implementation of PointPillars Network with LiDAR-camera fusion for 3D Object Detection in Autonomous Driving.
Search-based-Planning-for-Autonomous-Parking
Sliding-Mode-Control-for-Quadrotor-Trajectory-Tracking
Robust Trajectory Tracking for Quadrotor UAVs using Sliding Mode Control in gazebo simulation
Loahit5101's Repositories
Loahit5101/PointPillars-Camera-LiDAR-Fusion
Implementation of PointPillars Network with LiDAR-camera fusion for 3D Object Detection in Autonomous Driving.
Loahit5101/GR-ConvNet-grasping
Deep Robotic Grasping using Generative Residual Convolutional Neural Networks that can generate robust antipodal grasps from RGB-D input images at real-time
Loahit5101/Sliding-Mode-Control-for-Quadrotor-Trajectory-Tracking
Robust Trajectory Tracking for Quadrotor UAVs using Sliding Mode Control in gazebo simulation
Loahit5101/3D-Multi-Object-Detection-and-Tracking
Multi-Object Detection and Tracking for Autonomous Driving / Robot Perception
Loahit5101/GPU-Accelerated-Monocular-Visual-Odometry
Monocular Visual odometry pipeline using C++, CUDA and OpenCV on the KITTI odometry dataset.
Loahit5101/Motion-Planning-Autonomous-Driving
A Motion Planning framework in CARLA for Autonomous Driving in urban environments.
Loahit5101/Search-based-Planning-for-Autonomous-Parking
Loahit5101/Active-Vision-Grasping
Loahit5101/Electrical-Fault-detection-and-classification
A sample power system was modeled using MATLAB Simulink and all six types of faults were introduced into the transmission line of the power system. An ML classifier using 8 types model was implemented using sklearn and an appropriate model was selected as the end model for each problem.
Loahit5101/genesis
Codes for maze solving arm
Loahit5101/loahit5101.github.io
Loahit5101/navigation
ROS Navigation stack. Code for finding where the robot is and how it can get somewhere else.
Loahit5101/PEPPER-SLAM_Navigation_Bot
A differential drive mobile robot that can perform SLAM (Simultaneous Localization and Mapping) and Autonomous Navigation using navigation stack and avoid obstacles in a room
Loahit5101/Precision-Agriculture-Bot
A four-wheeled robot which can perform weed removal and targeted delivery of fertilizers
Loahit5101/projects
Loahit5101/python-linear-regression-demos
linear regression demos in python numpy and matplotlib
Loahit5101/RRBot_control
Loahit5101/teleop_twist_keyboard
Generic Keyboard Teleop for ROS
Loahit5101/TensorFlow-Tutorials
TensorFlow Tutorials with YouTube Videos
Loahit5101/PENet_ICRA2021
ICRA 2021 "Towards Precise and Efficient Image Guided Depth Completion"
Loahit5101/rtabmap_ros
RTAB-Map's ROS package.
Loahit5101/Semantic-Segmentation-for-Off-Road-Perception
Semantic Segmentation for Off-Road Perception
Loahit5101/tsid
Efficient Task Space Inverse Dynamics (TSID) based on Pinocchio