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@@ -45,14 +45,48 @@ EXPLAIN KNN BRIEFLY
\begin{figure}
\begin{center}
-\includegraphics[width=17em]{fig/baseline.pdf}
+\includegraphics[width=20em]{fig/baseline.pdf}
\caption{Recognition accuracy of baseline Nearest Neighbor @rank k}
\label{fig:baselineacc}
\end{center}
\end{figure}
+\begin{figure}
+\begin{center}
+\includegraphics[width=22em]{fig/eucranklist.png}
+\caption{Ranklist @rank10 generated for 5 query images}
+\label{fig:eucrank}
+\end{center}
+\end{figure}
+
+
# Suggested Improvement
+\begin{figure}
+\begin{center}
+\includegraphics[width=24em]{fig/ranklist.png}
+\caption{Ranklist (improved method) @rank10 generated for 5 query images}
+\label{fig:ranklist2}
+\end{center}
+\end{figure}
+
+\begin{figure}
+\begin{center}
+\includegraphics[width=20em]{fig/comparison.pdf}
+\caption{Comparison of recognition accuracy @rank k}
+\label{fig:baselineacc}
+\end{center}
+\end{figure}
+
+\begin{figure}
+\begin{center}
+\includegraphics[width=17em]{fig/pqvals.pdf}
+\caption{Recognition accuracy varying K1 and K2}
+\label{fig:pqvals}
+\end{center}
+\end{figure}
+
+
# Conclusion
# References