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+\documentclass[11pt,a4paper]{article}
+
+% Language and encoding settings
+\usepackage[utf8]{inputenc}
+\usepackage[T1]{fontenc}
+\usepackage[english]{babel}
+
+% Page formatting
+\usepackage[left=1in, right=1in, top=1in, bottom=1in]{geometry}
+\usepackage{setspace}
+\onehalfspacing
+
+% Header/Footer
+\usepackage{fancyhdr}
+\pagestyle{fancy}
+\fancyhf{} % clear all header and footer fields
+\fancyhead[L]{\textbf{\course}}
+\fancyhead[C]{Assignment \assignmentnumber}
+\fancyhead[R]{\name}
+\fancyfoot[C]{\thepage}
+
+% Other packages
+\usepackage{enumitem}
+\usepackage{graphicx}
+
+% Custom commands for easy detail insertion
+\newcommand{\assignmentnumber}{05} % <-- CHANGE Assignment Number
+\newcommand{\name}{Simon Franken}      % <-- CHANGE YOUR NAME
+\newcommand{\course}{Multimedia Project WiSe 2526}  % <-- CHANGE COURSE NAME
+\newcommand{\duedate}{2025-11-26}  % <-- CHANGE DUE DATE
+
+% Title formatting
+\usepackage{titling}
+\pretitle{
+  \vspace*{2cm}
+  \begin{center}
+  \LARGE\bfseries
+}
+\posttitle{\par\end{center}\vspace{1cm}}
+
+\begin{document}
+
+\title{Assignment \assignmentnumber}
+\author{\name}
+\date{\duedate}
+
+\maketitle
+
+\begin{center}
+    \textbf{Course:} \course
+\end{center}
+\vspace{0.5cm}
+
+%------------------ START OF ASSIGNMENT -----------------------
+
+% Write your solutions below
+
+\section*{Exercise 5.2 Training}
+\begin{figure}[htp]
+    \centering
+    \includegraphics[width=14cm]{image0.png}
+\end{figure}
+
+\section*{Exercise 5.3 Negative Mining}
+\begin{figure}[htp]
+    \centering
+    \includegraphics[width=14cm]{image1.jpg}
+    \includegraphics[width=14cm]{image2.png}
+
+\end{figure}
+
+The idea of negative mining is, to get a certain balance between positive and negative labels.
+Especially in our case it is important, since there are a lot more negative boxes then positive ones.
+By sampling a random subset of negatives.
+In my case I could observe that the loss was actually higher with negative mining. But the accuracy was better.
+
+
+
+
+%------------------ END OF ASSIGNMENT -----------------------
+
+\end{document}
\ No newline at end of file
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