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lhzlhz's Projects

rwc icon rwc

Resources with code. Inspired by pwc(https://github.com/zziz/pwc)

sarosperceptionkitti icon sarosperceptionkitti

ROS package for the Perception (Sensor Processing, Detection, Tracking and Evaluation) of the KITTI Vision Benchmark Suite

sc-a-loam icon sc-a-loam

Robust LiDAR SLAM with a versatile plug-and-play loop closing and pose-graph optimization.

scan-matching-localization icon scan-matching-localization

Designed two scan matching algorithms, an ICP and NDT, to align point cloud scans from the CARLA simulator and recover the position of a self driving car with LiDAR. My algorithms achieved sufficient accuracy for the entirety of a drive within the simulated environment, updating the vehicle’s location accurately as it moves and obtains new LiDAR data.

segmap icon segmap

A map representation based on 3D segments

segmenters_lib icon segmenters_lib

The LiDAR segmenters library, for segmentation-based detection.

simulator icon simulator

A ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles

solveaxxb icon solveaxxb

A C++ library to solve equation AX=XB, which is known as been widely used in hand-eye calibration for robotics

squeezedet icon squeezedet

A tensorflow implementation for SqueezeDet, a convolutional neural network for object detection.

squeezeseg icon squeezeseg

Implementation of SqueezeSeg, convolutional neural networks for LiDAR point clout segmentation

tanet icon tanet

The AAAI-2020 Paper(Oral):"TANet: Robust 3D Object Detection from Point Clouds with Triple Attention"

tf-pose-estimation icon tf-pose-estimation

Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference.

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