I used the answer from Jonathan to google inserting images into LaTeX and if you would like to insert an image named image1.jpg and have it centered, your code might look like this in Rmarkdown
\begin{center}
\includegraphics{image1}
\end{center}
Keep in mind that LaTex is not asking for the file exention (.jpg). This question helped me get my answer. Thanks.