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Awesome Autonomous Vehicles Awesome

A curated list of autonomous vehicles repositories and papers.

Contents

Perception

Lane Detection

Lane Detection End2End

Lane Detection Algorithm for Intelligent Vehicles in Complex Road Conditions and Dynamic Environments

An Empirical Evaluation of Deep Learning on Highway Driving

Copilot

The Ultimate Guide to Real-Time Lane Detection Using OpenCV

Europilot

End to End Learning for Self-Driving Cars

CLRNet: Cross Layer Refinement Network for Lane Detection

YOLOPv2: Better, Faster, Stronger for Panoptic Driving Perception

Udacity Self Driving Car NanoDegree

Udacity: Self Driving Car

Codes for Lane Detection

Ultra Fast Lane Detection

CondLaneNet: a Top-to-down Lane Detection Framework Based on Conditional Convolution

Lanedet

Lanenet

LaneATT

CULane

Pytorch Auto Drive

VPGNet

Awesome Lane Detection Awesome

Pytorch Auto Drive

BEV-LaneDet: a Simple and Effective 3D Lane Detection Baseline

Codes for lane detection

Unsupervised LLAMAS

Advance Lane Finding

Udacity: Machine Learning NanoDegree Capstone

Tracking

Planning

Control

iLQR for Piecewise Smooth Hybrid Dynamical Systems

RAT iLQR: A Risk Auto-Tuning Controller to Optimally Account for Stochastic Model Mismatch

Motion Control of Self-Driving Car for Trajectory Tracking