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Ziheng Lu's Projects

autoware icon autoware

Open-source software for self-driving vehicles

bevformer icon bevformer

This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.

detectron2 icon detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

dgl icon dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dipp icon dipp

[TNNLS] Differentiable Integrated Prediction and Planning Framework for Urban Autonomous Driving

dsp-slam icon dsp-slam

[3DV 2021] DSP-SLAM: Object Oriented SLAM with Deep Shape Priors

gransac icon gransac

Multi-threaded generic RANSAC implemetation

hlstrajforecast icon hlstrajforecast

The official implementation of "Hierarchical Latent Structure for Multi-Modal Vehicle Trajectory Forecasting" presented in ECCV2022.

limo icon limo

Lidar-Monocular Visual Odometry

lins---lidar-inertial-slam icon lins---lidar-inertial-slam

A Lidar-Inertial State Estimator for Robust and Efficient Navigation based on iterated error-state Kalman filter

lol icon lol

LOL: Lidar-only Odometry and Localization in 3D point cloud maps

lvi-sam icon lvi-sam

LVI-SAM: Tightly-coupled Lidar-Visual-Inertial Odometry via Smoothing and Mapping

m2i icon m2i

M2I is a simple but effective joint motion prediction framework through marginal and conditional predictions by exploiting the factorized relations between interacting agents.

matp-with-heat icon matp-with-heat

This repo contains the code for our paper entitled "Multi-Agent Trajectory Prediction with Heterogeneous Edge-Enhanced Graph Attention Network".

memonet icon memonet

[CVPR2022] Remember Intentions: Retrospective-Memory-based Trajectory Prediction

mulls icon mulls

MULLS: Versatile LiDAR SLAM via Multi-metric Linear Least Square [ICRA '21]

overlapnet icon overlapnet

OverlapNet - Loop Closing for 3D LiDAR-based SLAM (chen2020rss)

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