From b5cb0e67f00ba5d825c1369f087cbd5f2a518a84 Mon Sep 17 00:00:00 2001 From: Martin Thoma Date: Mon, 15 Aug 2016 20:40:29 +0200 Subject: [PATCH] Add sommerakademie --- presentations/sommerakademie-2016/Makefile | 8 +++ .../sommerakademie-2016.pdf | Bin 0 -> 69312 bytes .../sommerakademie-2016.tex | 65 ++++++++++++++++++ 3 files changed, 73 insertions(+) create mode 100644 presentations/sommerakademie-2016/Makefile create mode 100644 presentations/sommerakademie-2016/sommerakademie-2016.pdf create mode 100644 presentations/sommerakademie-2016/sommerakademie-2016.tex diff --git a/presentations/sommerakademie-2016/Makefile b/presentations/sommerakademie-2016/Makefile new file mode 100644 index 0000000..856610f --- /dev/null +++ b/presentations/sommerakademie-2016/Makefile @@ -0,0 +1,8 @@ +SOURCE = sommerakademie-2016 + +make: + pdflatex $(SOURCE).tex -output-format=pdf + make clean + +clean: + rm -rf $(TARGET) *.class *.html *.log *.aux *.out *.glo *.glg *.gls *.ist *.xdy *.1 *.toc *.snm 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+\documentclass{beamer} +\usetheme{Frankfurt} +\usecolortheme{default} +\usepackage{hyperref} +\usepackage[utf8]{inputenc} % this is needed for german umlauts +\usepackage[english]{babel} % this is needed for german umlauts +\usepackage[T1]{fontenc} % this is needed for correct output of umlauts in pdf +\usepackage{booktabs} +\usepackage{csquotes} +\usepackage{siunitx} + +\begin{document} + +\title{Semantische Segmentierung von medizinischen Instrumenten mit Deep Learning Techniken} +\author{Martin Thoma} +\date{August 2016} +\subject{Computer Science} +\setbeamertemplate{navigation symbols}{} + + +\section{Deep Learning ist der Goldstandard für Bilderkennung} +\begin{frame}[plain]{Wissenschaftliche Aussage} +\begin{center} + \only<1-2>{\textbf{Deep Learning ist der Goldstandard für Bilderkennung}} + + \uncover<2>{Was ist \enquote{Deep Learning}?} + + \only<3-4>{\textbf{Neuronale Netze sind der Goldstandard für Bilderkennung}} + + \uncover<4>{Klassifikation? Semantische Segmentierung? Detektion? Lokalisierung?} + + \only<5-6>{\textbf{Neuronale Netze sind der Goldstandard für Bildklassifikation}} + + \uncover<6>{Fotos, medizinische Bilder, Luftbilder, Dokumente, \dots?} + + \only<7-8>{\textbf{Neuronale Netze sind der Goldstandard für die Klassifikation von Fotos}\\} + \only<8>{Goldstandard ist ein Schlagwort. Es wird einerseits zur Bezeichnung von Verfahren verwendet, die bislang unübertroffen sind.\\ + {\tiny Quelle: \href{https://de.wikipedia.org/w/index.php?title=Goldstandard_(Verfahren)&oldid=151270928}{de.wikipedia.org/w/index.php?title=Goldstandard\_(Verfahren)\&oldid=151270928}}} +\end{center} +\end{frame} + +\begin{frame}[plain]{ImageNet / ILSVRC 2014} + +ImageNet ist ein Datensatz mit +\begin{itemize} + \item \num{14197122} Bildern und + \item \num{21841} Klassen (non-empty synsets) +\end{itemize} + + + +ILSVRC (Large Scale Visual Recognition Challenge) hatte 2014 + +\begin{itemize} + \item \textbf{1000 Klassen}: abacus, abaya, academic gown, accordion, + acorn, acorn squash, acoustic guitar, admiral, affenpinscher, Afghan hound, + \dots + \item +\end{itemize} + +Quellen: \href{http://image-net.org/about-stats}{image-net.org/about-stats}, +O. Russakovsky, J. Deng et al.ImageNet Large Scale Visual Recognition Challenge. IJCV, 2015 +\end{frame} + +\end{document}