deep learning for computer vision: welcome (upc telecombcn 2016)
Post on 16-Apr-2017
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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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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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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...the Internet (for visual data transmission)...
Source: Cisco Visual Networking Index (VNI)
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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
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Grading: Online tests
[Online test preview]
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