Deep Driving Technologies & Computer Vision for Cognitive Vehicles
March 11 – 12, 2021 | San Francisco, USA
Auto.AI – America’s No. 1 Event on Deep Driving
The Auto.AI is America’s first platform bringing together all stakeholders who play an active role in the machine learning, computer vision, sensor fusion, perception and cognitive vehicles scene. The event provides you with precise insights into new technical innovations and challenges regarding the integration of AI and machine learning based systems into Level 4 & 5 vehicles.
Discover the next era of automated and self-driving cars – now!
Already confirmed Highlights 2021
Hybrid-Conference-Experience! Discover the most interactive and hybrid conference concept in the industry!
Event at a glance
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Computer Vision - Deep Driving - Cognitive Vehicles
we.HAVE PARTNERS.
Not sponsors… The Auto.AI USA is a unique event in the vehicle automation world because of our relationship with our partners. Our aim is to support them to reach their targets and inspire innovation.
Position your business as a thought leader at the Auto.AI USA and become a partner today!
Auto.SCALE
we.CONECT gives Start Ups the opportunity to showcase their work and ideas and provides an excellent opportunity for start-up level companies to showcase their best AI, Sensor, CV & Imaging features. The Auto:Scale Start Up Lounge is the place to do business. Forge partnerships with other AI businesses, OEMs, Tier 1s and suppliers that are investing in the next big thing that is AI!
Auto.AI USA was a great success for me and Changan because it contained a lot of interactive sessions which kept my full attention throughout and allowed me to contribute and gain a lot of knowledge.
Very interesting talks with a good line-up of speakers.
Very good conference, well run with many good speakers describing a wealth of relevant topics.
Informative and good to learn more about the entire ecosystem.
Good substance, right people.
A day to challenge what I thought was probable, with what is probable.
Huge information input! The event was very informative and interactive.
It was very interesting and the whole value chain of the subject was mentioned.
Very positive. I made several new contacts and learned quite a bit.
AI, Machine Learning & Deep Learning for Autonomous Vehicles
- Vision geometry & deep neural networks – how to verify deep learning detection with vision geometric principles
- Insights of AI to increase testing coverage of AVs – how to validate data using qualitative approaches
- Reinforcement learning for vehicular path planning – how to make use of deep learning for AVs
- Full stack software suites for AI – how to develop hardware-agnostic & scalable solutions
- AVs & simulation – how to enable deep learning with synthetic data
- Ensuring safety of self-driving cars – how to prove that AI systems and vehicles as a whole fulfill all safety goals
- Behavior learning for AVs – how cars can learn from real world human driving behavior
- Self-supervised learning for AVs – how to collect & label data at scale
- Data processing and AI – how to develop software architectures and overcome hardware challenges
- Path planning and object recognition with AI – how to include deep learning in the mix of computer vision approaches
- Interpretable learning for AVs – how to use visual explanations that causally influence a CNN’s output
Perception & Sensor Technologies for Autonomous Vehicles
- Perception-driven machine learning for AD/ADAS systems – developing benchmarks for camera-related & Lidar-related perception
- Next-generation radar – how to include intelligent radars into AV sensor suits
- The AV electronics domain – how to move from proof of concept to purpose-build production ready L4/L5 autonomous vehicle electronics
- Automotive camera technology and computer vision algorithms – how to turn cameras into primary sensors for object recognition and classification, localization, decision making, trajectory planning, and vehicle control
- Open and modular verification & validation – how to manage rapidly changing test requirements
- Sensor fusion – how dot properly weight sensors at run-time
- Lane detection & tracking – how to achieve robustness and accuracy in difficult scenarios
- Perception stress testing – how to automatically identify where perception is brittle using unlabelled data
It’s a Multi-Touchpoint Networking Concept
The most effective and most informal networking hub to reach a maximum of ROI ‒ personal dialogue, direct exchange, and numerous opportunities to get meetings with top executives!
Keynotes
Top speakers, trendsetters, evangelists, and experts in the field share their personal experience.
World Café Session
Be part of several thematic conversation rounds with changing topics and team constellations.
Challenge your Peers
Parallel roundtable discussions offer the delegates the possibility to talk about their own challenges.
Case Study
Selected brand new case studies from the industry offering insights into strategic approaches, project planning, and operative realization. Learn from the most successful practices and use these real business results for benchmarking with the competition.
100 Minutes
Pre-qualified One2One Meetings with matched partners and from delegate to delegate. Use the Business Matchmaking function in your Event App “hubs101” in advance to arrange your meetings.
Matchfinder!
Powered by AI
we.CONECT’s unique Event App & Matchfinder – Use our unique matching platform to make new connections, arrange meetings and find tailored solutions to your needs.
Search – Find – Match – Connect
Meet! Auto.AI USA
Discover who else is participating at the Auto.AI. Our unique Polaroid Picture Wall will help you identify who you want to meet at the conference.
Say Hello
Get the show on the road. Discover who is joining the conference and why. To warm you up for the conference we invite you to get to know your conference peers. Have your business cards ready.
Icebreaker
Roundtables on the evening before the first conference day. The Icebreaker is a first informal networking.
Networking Dinner
Wind down, enjoy great food and drink in a relaxed atmosphere to absorb all the new stimulations from the day.
Breakfast Club
Start the conference with coffee, scrambled egg and … NETWORKING! Join the we.CONECT Breakfast Club – an exclusive area in your hotel – and get into a conversation with other delegates already while having your first coffee.
Tweetback & Connect
The unique interactive live feedback system! Note down your thoughts on comment cards which will be pinned on walls in the networking area for further discussion.
Auto Scale Start Up Lounge
we.CONECT gives you the opportunity to showcase your work and ideas and provides an excellent opportunity for start-up level companies to showcase their best in-car technologies, software and smart mobility concepts for autonomous and connected vehicles.
we understand clients – we go deeper – we transform the experience
