collector-m

collector-m

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MapTR

[ICLR'23 Spotlight] MapTR: Structured Modeling and Learning for Online Vectorized HD Map Construction

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4d-occ-forecasting

CVPR 2023: Official code for `Point Cloud Forecasting as a Proxy for 4D Occupancy Forecasting'

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Autopilot-Updating-Notes-

自动驾驶更新笔记,以解析各模块知识点、整合行业优秀解决方案进行阐述,以帮助自己及有需要的读者;包含深度学习、deeplearning、无人驾驶、BEV、Transformer、ADAS、CVPR2023、特斯拉AI DAY等内容。由于水平有限,文中不妥之处恳请广大读者批评指正。 未完待续........ 如有合作意向,请联系 nwaysir@163.com

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Awesome-Incremental-Learning

Awesome Incremental Learning

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awesome-radar-perception

A curated list of radar datasets, detection, tracking and fusion

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BEVFormer_tensorrt-

BEVFormer inference on TensorRT, including INT8 Quantization and Custom TensorRT Plugins (float/half/half2/int8).

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BEVHeight-

An official code release of our CVPR'23 paper, BEVHeight

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CUDA-FastBEV

TensorRT deploy and PTQ/QAT tools development for FastBEV, total time only need 6.9ms!!!

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CUDA-PointPillars

A project demonstrating how to use CUDA-PointPillars to deal with cloud points data from lidar.

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eagleye

Precise localization based on GNSS and IMU.

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ERASOR2

[RSS'23] The official Implementation of "ERASOR2: Instance-Aware Robust 3D Mapping of the Static World in Dynamic Scenes"

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Fast-BEV

Fast-BEV: A Fast and Strong Bird’s-Eye View Perception Baseline

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FB-BEV

FB-BEV and FB-OCC are vision-centric autonomous driving perception algorithm based on forward-backward view transformation strtegies.

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GO-SLAM

[ICCV2023] GO-SLAM: Global Optimization for Consistent 3D Instant Reconstruction

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learning_research

本人博士期间的科研经验

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Lidar_AI_Solution

A project demonstrating Lidar related AI solutions, including three GPU accelerated Lidar/camera DL networks (PointPillars, CenterPoint, BEVFusion) and the related libs (cuPCL, 3D SparseConvolution, YUV2RGB, cuOSD,).

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LIO-SAM-

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

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LIO_SAM_6AXIS

LIO_SAM for 6-axis IMU and GNSS.

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MV-Map

Official implementation of MV-Map: Offboard HD-Map Generation with Multi-view Consistency

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path_planner-hybird-Astar

Hybrid A* Path Planner for the KTH Research Concept Vehicle

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PV-LIO

A probabilistic voxelmap-based LiDAR-Inertial Odometry.

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ra2

A Red Alert 2 mod for the OpenRA game engine

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rs_driver

RoboSense LiDAR cross-platform driver kernel for advanced development

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SegmentAnything3D

SAM-3D: A toolbox transfers 2D SAM segments into 3D scene-level point clouds.

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Simple-LIO-SAM

Code for simplified LIO-SAM

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SparseBEV

[ICCV 2023] SparseBEV: High-Performance Sparse 3D Object Detection from Multi-Camera Videos

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UniAD

Goal-oriented Autonomous Driving

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