Inline image: \noindent\includegraphics[width=\textwidth]{myfile.png}.

Image on a single line:

\noindent\includegraphics[width=\textwidth]{myfile.png}

Image with \_ in the name:

\noindent\includegraphics[width=\textwidth]{my_file.png}

