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Friday, April 07, 2017 CARTRE and SCOUT are funded by the European Union Horizon 2020 Work Programme Break-out session Big data, IoT, AI and deep learning Monday April 3 2017, Brussels, break-out session

Break-out session Big data, IoT, AI and deep learningconnectedautomateddriving.eu/.../2017/03/...Intro.pdf · Big data, IoT, AI and deep learning Monday April 3 2017, Brussels, break-out

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Page 1: Break-out session Big data, IoT, AI and deep learningconnectedautomateddriving.eu/.../2017/03/...Intro.pdf · Big data, IoT, AI and deep learning Monday April 3 2017, Brussels, break-out

Friday, April 07, 2017 CARTRE and SCOUT are funded by the European Union Horizon 2020

Work Programme

Break-out session Big data, IoT, AI and deep learning

Monday April 3 2017, Brussels, break-out session

Page 2: Break-out session Big data, IoT, AI and deep learningconnectedautomateddriving.eu/.../2017/03/...Intro.pdf · Big data, IoT, AI and deep learning Monday April 3 2017, Brussels, break-out

Friday, April 07, 2017

Enigma concept by Paul Howse, RCA

Framework

Perception

Scenarios

Control

Traffic

Business

Big data Artificial intelligence

Deep learning Internet of

Things

Page 3: Break-out session Big data, IoT, AI and deep learningconnectedautomateddriving.eu/.../2017/03/...Intro.pdf · Big data, IoT, AI and deep learning Monday April 3 2017, Brussels, break-out

Friday, April 07, 2017

• 14:45 Framework and overview Sytze Kalisvaart, TNO, project manager Integrated Vehicle Safety

• 14:50 Intelligent validation of automated driving Tom Lüders, Director Testing Solution, Hella Aglaia

• 15:10 Data for maximum reuse Pieter Colpaert, Chief Technology of “Smart Flanders”, Ghent University, Department of Electronics and information systems, IMEC

• 15:30 Trends and Challenges in AI and IoT for Connected Automated Driving Roberto Baldessari, Deputy General Manager at NEC Labs Europe, NEC Europe Ltd

• 15:50 Forum discussion

• 16:00 End of session

Overview

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Page 4: Break-out session Big data, IoT, AI and deep learningconnectedautomateddriving.eu/.../2017/03/...Intro.pdf · Big data, IoT, AI and deep learning Monday April 3 2017, Brussels, break-out

Friday, April 07, 2017

Speaker presentations

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Page 5: Break-out session Big data, IoT, AI and deep learningconnectedautomateddriving.eu/.../2017/03/...Intro.pdf · Big data, IoT, AI and deep learning Monday April 3 2017, Brussels, break-out

Friday, April 07, 2017

• What should we not expect from big data, AI and Deep learning?

Scope

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Page 6: Break-out session Big data, IoT, AI and deep learningconnectedautomateddriving.eu/.../2017/03/...Intro.pdf · Big data, IoT, AI and deep learning Monday April 3 2017, Brussels, break-out

Friday, April 07, 2017

• How to validate an AI / deep learning enabled vehicle? When is it good enough?

Validation of AI and deep learning

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Page 7: Break-out session Big data, IoT, AI and deep learningconnectedautomateddriving.eu/.../2017/03/...Intro.pdf · Big data, IoT, AI and deep learning Monday April 3 2017, Brussels, break-out

Friday, April 07, 2017

• How can we handle trust for data that is available through IoT?

Trust

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Page 8: Break-out session Big data, IoT, AI and deep learningconnectedautomateddriving.eu/.../2017/03/...Intro.pdf · Big data, IoT, AI and deep learning Monday April 3 2017, Brussels, break-out

Friday, April 07, 2017

• What will happen?

A. Cars will be aware of the current driving context as scenarios (take over, cut-in, etc.)

B. Cars will handle individual moving road users as objects without higher meaning

2040

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Page 9: Break-out session Big data, IoT, AI and deep learningconnectedautomateddriving.eu/.../2017/03/...Intro.pdf · Big data, IoT, AI and deep learning Monday April 3 2017, Brussels, break-out

Friday, April 07, 2017

• What will happen?

A. AI work will focus on services and optimizing traffic behaviour for that

B. AI work will focus on optimizing individual vehicle behaviour and comfort

2040

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Page 10: Break-out session Big data, IoT, AI and deep learningconnectedautomateddriving.eu/.../2017/03/...Intro.pdf · Big data, IoT, AI and deep learning Monday April 3 2017, Brussels, break-out

Friday, April 07, 2017

• What will happen?

A. Multi-brand sensor fusion

B. Single-brand higher integration of radar, camera and software

2040

Break-out session Big data, IoT, AI and deep learning / 10

Page 11: Break-out session Big data, IoT, AI and deep learningconnectedautomateddriving.eu/.../2017/03/...Intro.pdf · Big data, IoT, AI and deep learning Monday April 3 2017, Brussels, break-out

Friday, April 07, 2017

• What will happen?

A. Our car data will be in Apple iCloud or Google Drive

B. Our car data will be in a European cloud solution

2040

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Page 12: Break-out session Big data, IoT, AI and deep learningconnectedautomateddriving.eu/.../2017/03/...Intro.pdf · Big data, IoT, AI and deep learning Monday April 3 2017, Brussels, break-out

Friday, April 07, 2017

• When we have solved all this,

what will be our challenges in 2040

in the area of big data, IoT, AI and deep learning?

2040

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Page 13: Break-out session Big data, IoT, AI and deep learningconnectedautomateddriving.eu/.../2017/03/...Intro.pdf · Big data, IoT, AI and deep learning Monday April 3 2017, Brussels, break-out

Friday, April 07, 2017 CARTRE and SCOUT are funded by the European Union Horizon 2020

Work Programme

Thank you!