deep learning for computer vision: welcome (upc telecombcn 2016)

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Day 1 Lecture 1 Welcome [course site]

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InstructorsXavier Giro-i-Nieto

• Web: https://imatge.upc.edu/web/people/xavier-giroAssociate Professor at Universitat Politecnica de Catalunya (UPC)

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Elisa Sayrol

Instructors

Associate Professor at Universitat Politècnica de Catalunya (UPC)

Web: https://imatge.upc.edu/web/people/elisa-sayrol

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Amaia SalvadorPhD CandidateImage Processing Group (GPI), Universitat Politècnica de Catalunyahttps://imatge.upc.edu/web/people/amaia-salvador

Escola d’Enginyeria de TerrassaUPC - ESEIAAT

Instructors

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Jordi Torres

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• Web: http://www.JordiTorres/Barcelona• Twitter: @JordiTorresBCN

Professor at Universitat Politècnica de Catalunya (UPC)

Instructors

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Eva Mohedano

Instructors

PhD CandidateInsight Centre for Data Analyticshttps://www.insight-centre.org/users/eva-mohedano

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Kevin McGuinnessResearch Fellow at Dublin City University (DCU)Insight Centre for Data Analyticshttps://www.insight-centre.org/users/kevin-mcguinness

Instructors

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ManagementInstructor Area

Xavier Giró Coordination

Kevin McGuinness Lectures

Elisa Sayrol Logistics & Evaluation

Jordi Torres Lab

Amaia Salvador Project

Eva Mohedano Web and online material

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Teaching assistants / contributors

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Acknowledgments

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Acknowledgments

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Densely linked slides

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Motivation

Source: 25 Best jobs in America (Glassdoor)

The best job in the world: Data scientist.

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The Economist, “Million-dollar babies” (02/04/2016)

Motivation

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Nature, “AI talent grab sparks excitement and concern” (26/04/2016)

Motivation

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MotivationExponential increase of generated multimedia content..

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Motivation...keeping a record of the memorable personal moments...

Pope Francis @ Philippines, 2015 (Source: AP Photo/Bullit Marquez)

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Motivation

Pope Francis @ Ecuador, 2015 (Source: AP)

...keeping a record of the memorable personal moments...

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Motivation…(or not).

Pope Francis @ USA, 2015

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MotivationThis data growth is motivated by ubiquous mobile access to...

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Motivation...the Internet (for visual data transmission)...

Source: Cisco Visual Networking Index (VNI)

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Motivation

...and people !

Person of the Year(2006)

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MotivationNeed computer vision tools to extract knowledge from these large amount of rich visual data.

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Course sites

https://piazza.com/class#summer2016/230360 http://telecombcn.deeplearning.barcelona

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Schedule: Project & Tensorflow

BSc Students withoutproject

ProjectTeams 1 & 2

ProjectTeams 3, 4, 5

3-4 Lectures

4-5 TensorFlow Project

5-6 Lectures

6-7 Project(optional)

Project Tensorflow

Monday to Thursday Friday

BSc Students withoutproject

ProjectTeams 1 & 2

ProjectTeams 3, 4, 5

3-4 Project expo Teams 3, 4 & 5

4-5 TensorFlow Closing

5-6 Project expo Teams 1 & 2

6-7 Closing Tensorflow

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Grading

BSc MSc

Online Tests 60% 30%

Lab 30% 30%

Project - 30%

Communication - 10%

Attendance 10% -10% x miss day