\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}