collector-m's repositories
4d-occ-forecasting
CVPR 2023: Official code for `Point Cloud Forecasting as a Proxy for 4D Occupancy Forecasting'
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
Awesome-Incremental-Learning
Awesome Incremental Learning
awesome-radar-perception
A curated list of radar datasets, detection, tracking and fusion
BEVFormer_tensorrt-
BEVFormer inference on TensorRT, including INT8 Quantization and Custom TensorRT Plugins (float/half/half2/int8).
BEVHeight-
An official code release of our CVPR'23 paper, BEVHeight
CUDA-FastBEV
TensorRT deploy and PTQ/QAT tools development for FastBEV, total time only need 6.9ms!!!
CUDA-PointPillars
A project demonstrating how to use CUDA-PointPillars to deal with cloud points data from lidar.
eagleye
Precise localization based on GNSS and IMU.
ERASOR2
[RSS'23] The official Implementation of "ERASOR2: Instance-Aware Robust 3D Mapping of the Static World in Dynamic Scenes"
Fast-BEV
Fast-BEV: A Fast and Strong Bird’s-Eye View Perception Baseline
FB-BEV
FB-BEV and FB-OCC are vision-centric autonomous driving perception algorithm based on forward-backward view transformation strtegies.
GO-SLAM
[ICCV2023] GO-SLAM: Global Optimization for Consistent 3D Instant Reconstruction
learning_research
本人博士期间的科研经验
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,).
LIO-SAM-
LIO-SAM: Tightly-coupled Lidar Inertial Odometry via Smoothing and Mapping
LIO_SAM_6AXIS
LIO_SAM for 6-axis IMU and GNSS.
MV-Map
Official implementation of MV-Map: Offboard HD-Map Generation with Multi-view Consistency
path_planner-hybird-Astar
Hybrid A* Path Planner for the KTH Research Concept Vehicle
PV-LIO
A probabilistic voxelmap-based LiDAR-Inertial Odometry.
ra2
A Red Alert 2 mod for the OpenRA game engine
rs_driver
RoboSense LiDAR cross-platform driver kernel for advanced development
SegmentAnything3D
SAM-3D: A toolbox transfers 2D SAM segments into 3D scene-level point clouds.
Simple-LIO-SAM
Code for simplified LIO-SAM
SparseBEV
[ICCV 2023] SparseBEV: High-Performance Sparse 3D Object Detection from Multi-Camera Videos
UniAD
Goal-oriented Autonomous Driving