8. Transportation for a better World
SustainabilitySafety
1.25M road traffic
deaths per year globally road transport is responsible
for about 16% of man-made
CO2 emissions globally
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13. New Mobility Era
Price Per Mile Travel Time Safety Sustainability
Automated Connected Electric Shared
Digitalization
Urbanization
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14. Price Per Mile (e.g. USA)
Taxi TNC Car ACES
$1
per
mile
$0.2
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22. 2015: You Only Look Once: Unified, Real-Time Object Detection
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23. 2019: Pseudo-LiDAR from Visual Depth Estimation:
Bridging the Gap in 3D Object Detection for Autonomous Driving
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24. 2018: Autonomous Vehicle Navigation in
Rural Environments without Detailed
Prior Maps
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25. 2018: Zero One Technology Festival – Venti Technologies
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26. New Mobility Era
Price Per Mile Travel Time Safety Sustainability
Automated Connected Electric Shared
Digitalization
Urbanization
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27. Big Questions for Europe
• Education (e.g. MIT Schwarzman College of Computing vs. Germany?)
• Law (regulating vs. inventing? 5G?)
• Industry (e.g. autonomous driving & shared mobility?)
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28. Acknowledgements
• Prof. Daniela Rus and Prof. Sertac Karaman
• Alexander Amini
• Lex Fridman
• Distributed Robotics Lab at MIT
• Venti Technologies
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30. Worth to read II
• Andrew Ng https://www.coursera.org/learn/machine-learning
• MIT 6.S191 http://introtodeeplearning.com/
• http://www.deeplearningbook.org/
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