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+\documentclass[aspectratio=169,10pt]{beamer}
+\usetheme[progressbar=head,numbering=fraction,sectionpage=none]{metropolis}
+
+\usepackage{graphicx}
+\usepackage{ulem}
+\usepackage{xcolor}
+\usepackage[scale=2]{ccicons}
+\usepackage{pgfplots}
+\usepackage{booktabs}
+\usepgfplotslibrary{dateplot}
+\usepackage{hyperref}
+\usepackage{multirow}
+\usepackage{array}
+\usepackage{xspace}
+
+\title{Device State Detector (DSD): Data Extraction}
+\subtitle{Trust me I've read a book.}
+\date{}
+\author{Arthur Grisel-Davy}
+\institute{University of Waterloo, Canada}
+
+
+\begin{document}
+
+\maketitle
+
+\begin{frame}{"Training" Data}
+ \begin{columns}
+ \begin{column}{0.5\textwidth}
+ \begin{figure}
+ \centering
+ \includegraphics[height=0.7\textheight]{images/protos.pdf}
+ \end{figure}
+ \end{column}
+ \begin{column}{0.5\textwidth}
+ \begin{itemize}
+ \item N labeled extracts of trace.
+ \item Same sampling rate and processing as for the detection.
+ \item Roughtly the same size (not a hard requirement).
+ \item Compiled in a \texttt{csv.gz} file on Minio.
+ \end{itemize}
+ \end{column}
+ \end{columns}
+\end{frame}
+
+\begin{frame}{Available Data}
+ \begin{figure}
+ \centering
+ \includegraphics[width=0.9\textwidth]{images/raw_trace.pdf}
+ \end{figure}
+\end{frame}
+
+\begin{frame}{Manual Extraction}
+ \begin{figure}
+ \centering
+ \includegraphics[width=0.9\textwidth]{images/manual_extraction.pdf}
+ \end{figure}
+\end{frame}
+
+\end{document}