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lukas-heilgenbrunner 2024-09-13 09:29:28 +02:00
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2 changed files with 6 additions and 2 deletions

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@ -18,12 +18,12 @@ How does it compare to well established algorithms such as Patchcore or Efficien
\subsubsection{How does disbalancing the Shot number affect performance?} \subsubsection{How does disbalancing the Shot number affect performance?}
Does giving the Few-Shot learner more good than bad samples improve the model performance? Does giving the Few-Shot learner more good than bad samples improve the model performance?
\subsubsection{How does the 3 methods perform in only detecting the anomaly class?} \subsubsection{How does the 3 (ResNet, CAML, \pmf) methods perform in only detecting the anomaly class?}
How much does the performance improve if only detecting an anomaly or not? How much does the performance improve if only detecting an anomaly or not?
How does it compare to PatchCore and EfficientAD? How does it compare to PatchCore and EfficientAD?
\subsubsection{Extra: How does Euclidean distance compare to Cosine-similarity when using ResNet as a feature-extractor?} \subsubsection{Extra: How does Euclidean distance compare to Cosine-similarity when using ResNet as a feature-extractor?}
I've tried different distance measures -> but results are pretty much the same. I've tried different distance measures $\rightarrow$ but results are pretty much the same.
\subsection{Outline}\label{subsec:outline} \subsection{Outline}\label{subsec:outline}

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@ -52,6 +52,10 @@
\lstset{style=mystyle} \lstset{style=mystyle}
\newcommand{\pmf}{$P{>}M{>}F$}
%\lstset{basicstyle=\ttfamily, keywordstyle=\bfseries} %\lstset{basicstyle=\ttfamily, keywordstyle=\bfseries}
\if\ieee1 \if\ieee1