diff --git a/body.tex b/body.tex index 4dfaf35..7561746 100644 --- a/body.tex +++ b/body.tex @@ -684,15 +684,20 @@ with many detections. \hline Bay. SSD - no DO - 0.2 conf - no NMS \; 10 & 0.006 & 164 & 0.004 & 0.005 \\ no dropout - 0.2 conf - NMS \; 10 & 0.371 & \textbf{2335} & 0.365 & \textbf{0.378} \\ + 0.9 keep ratio - 0.2 conf - NMS \; 10 & 0.360 & 2595 & 0.367 & 0.353 \\ + 0.5 keep ratio - 0.2 conf - NMS \; 10 & 0.325 & 2759 & 0.342 & 0.311 \\ % entropy thresh: 1.2 for Bayesian - 2 is best, 0.4 for 3 - % 0.5 for Bayesian - 6, 1.4 for 7 + % 0.5 for Bayesian - 6, 1.4 for 7, 1.4 for 8, 1.3 for 9 \hline \end{tabular} \caption{Results for micro averaging. SSD with Entropy test and Bayesian SSD are represented with their best performing entropy threshold. Vanilla SSD with Entropy test performed best with an entropy threshold of 2.4, Bayesian SSD without non-maximum suppression performed best for 0.5, and Bayesian SSD with non-maximum suppression performed best for 1.4 as entropy - threshold.} + threshold. + Bayesian SSD with dropout enabled and 0.9 keep ratio performed + best for 1.4 as entropy threshold, the run with 0.5 keep ratio performed + best for 1.3 as threshold.} \label{tab:results-micro} \end{table} @@ -730,15 +735,20 @@ marked bold, although it is the lowest number. \hline Bay. SSD - no DO - 0.2 conf - no NMS \; 10 & 0.006 & 1453 & 0.009 & 0.005 \\ no dropout - 0.2 conf - NMS \; 10 & 0.363 & \textbf{1057} & 0.321 & 0.420 \\ + 0.9 keep ratio - 0.2 conf - NMS \; 10 & 0.354 & 1150 & 0.321 & 0.396 \\ + 0.5 keep ratio - 0.2 conf - NMS \; 10 & 0.322 & 1264 & 0.307 & 0.340 \\ % entropy thresh: 1.2 for Bayesian - 2 is best, 0.4 for 3 % entropy thresh: 0.7 for Bayesian - 6 is best, 1.5 for 7 + % 1.7 for 8, 2.0 for 9 \hline \end{tabular} \caption{Results for macro averaging. SSD with Entropy test and Bayesian SSD are represented with their best performing entropy threshold. Vanilla SSD with Entropy test performed best with an entropy threshold of 1.7, Bayesian SSD without non-maximum suppression performed best for 0.7, and Bayesian SSD with non-maximum suppression performed best for 1.5 as entropy - threshold.} + threshold. Bayesian SSD with dropout enabled and 0.9 keep ratio performed + best for 1.7 as entropy threshold, the run with 0.5 keep ratio performed + best for 2.0 as threshold.} \label{tab:results-macro} \end{table}