Autonomous Driving

Useful Repo

End-to-end-Autonomous-Driving, OpenDriveLab

Lectures

Online Courses

• Lecture: Self-Driving Cars, Andreas Geiger, University of Tübingen, Germany
• Self-Driving Cars Specialization, University of Toronto, Coursera
• The Complete Self-Driving Car Course - Applied Deep Learning, Udemy
• Self-Driving Car Engineer Nanodegree Program, Udacity

Workshop

• Symposium on Machine Learning for Autonomous Driving
• CVPR 2023 학회에서 눈여겨볼 SLAM 관련 튜토리얼/워크샵
• Vision-Centric Autonomous Driving (VCAD) CVPR 2023 Workshop
• End-to-End Autonomous Driving: Emerging Tasks and Challenges
• Scalable Autonomous Driving, ICRA 2023 Workshop
• OpenDriveLab at CVPR 2024
• End-to-End Autonomy: A New Era of Self-Driving, WAYVE, CVPR 2024 Tutorial

Tech Blog

• Waymo Research
• Waabi Research
• WAYVE Blog

Paper

20 Jan 2025, A Survey of World Models for Autonomous Driving, Tuo Feng, Wenguan Wang, Senior Member, IEEE, Yang Yi, Senior Member, IEEE

And other things

Everything you need to know about Self-Driving Cars in <30 minutes