feat: finished presentation
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sds/detectors_evaluation/images/detection.pdf
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sds/detectors_evaluation/images/detection.pdf
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sds/detectors_evaluation/images/detection_0.5.pdf
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sds/detectors_evaluation/images/detection_0.5.pdf
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sds/detectors_evaluation/images/detection_0.7.pdf
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sds/detectors_evaluation/images/detection_0.7.pdf
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sds/detectors_evaluation/images/detection_1.pdf
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sds/detectors_evaluation/images/inter_distances.pdf
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sds/detectors_evaluation/images/inter_distances.pdf
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\includegraphics[width=\textwidth]{images/overlap_explained.pdf}
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\end{center}
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\end{frame}
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\begin{frame}{Inter-protos Distances}
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\begin{itemize}
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\item Minimize overlaps.
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\item Resolve overlap conflicts.
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\end{itemize}
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$\rightarrow$ Compute inter-protos distances.
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\end{frame}
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\begin{frame}{Inter-protos Distances}
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\begin{center}
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\includegraphics[width=\textwidth]{images/inter_distances.pdf}
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\end{center}
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! Hyper-parameter: threshold placement coefficient (default=1)
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\end{frame}
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\begin{frame}{Detection}
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\begin{center}
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\includegraphics[height=0.9\textheight]{images/detection.pdf}
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\end{center}
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\end{frame}
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\begin{frame}{Detection}
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\begin{center}
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\includegraphics[height=0.9\textheight]{images/detection_0.7.pdf}
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\end{center}
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\end{frame}
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\begin{frame}{Detection}
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\begin{center}
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\includegraphics[height=0.9\textheight]{images/detection_0.5.pdf}
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\end{center}
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\end{frame}
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\begin{frame}{Scoreboard}
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\begin{table}
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\begin{tabular}{l|c|c|c|c}
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\textbf{Detector} & Simplest & Confident & Cautious & Inter-distances\\
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\textbf{Score} & 0.32 & 0.69 & 0.39 & 0.91 - 0.99\\
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\end{tabular}
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\end{table}
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\end{frame}
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\begin{frame}{Future Work}
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\begin{itemize}
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\item Generate real data.
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\item Evaluate impact of imperfect protos.
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\item Evaluate possibility of incomplete proto dictionary.
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\item Evaluate possibility of automatic threshold optimization.
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\end{itemize}
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\end{frame}
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\end{document}
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sds/detectors_evaluation/scripts/priority_threshold_technics.ipynb
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sds/detectors_evaluation/scripts/priority_threshold_technics.ipynb
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