Insert picture
\usepackage{graphicx}
\begin{figure}[H]
\begin{center}
\includegraphics[width=\textwidth]{img/2_TypesOfAnomalies.png}
\caption[Types of anomalies]{Simple synthetic example for each type of anomaly.
Anomalous observations are red.}
\label{fig:TypesOfAnomalies}
\end{center}
\end{figure}