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introduction - deep learning for vision PDF

75 Pages·2017·31.71 MB·English
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lecture 1: introduction deep learning for vision Yannis Avrithis InriaRennes-BretagneAtlantique Rennes, Nov. 2019 – Jan. 2020 outline research field psychology and neuroscience background computer vision background machine learning background modern deep learning about this course .. research field computer vision in images computer vision in images computer vision—related fields neuro- science solid-state cognitive physics sciences machine optics learning computer information robotics vision retrieval computer signal graphics processing image geometry processing optimi- zation machine learning—related fields AI speech, pattern NLP recognition computer data vision mining machine learning information data retrieval science optimi- probability zation theory statistics conference attendance growth CVPR NIPS 8,000 6,000 e c n a d n e tt 4,000 a 2,000 0 2006 2008 2010 2012 2014 2016 2018 really? CVPR 2019 sponsors

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computer vision—related fields computer vision neuro- science cognitive sciences .. networks, selective attention, program learning, and multi-modality .. BSI Big Data Storage and Processing Infrastructures (Gabriel Antoniu).
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