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CHANGE Assignment Number +\newcommand{\name}{Simon Franken} % <-- CHANGE YOUR NAME +\newcommand{\course}{Multimedia Project WiSe 2526} % <-- CHANGE COURSE NAME +\newcommand{\duedate}{2025-10-22} % <-- 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*{Excercise 1.3 Forward Pass} + +\begin{enumerate}[label=\alph*)] + \item + Two of the results were entirely correct. Some of the incorrect results were at least in the right direction, such as “llama” for “zoo.jpg” and “bathing cup” for “rubber duck sculpture.jpg”. \\ + \begin{tabular}{|c|c|c|} + \hline Image & Model Output & Result \\ + \hline + \hline + "golden retriever.jpg" & golden retriever & Correct \\ + \hline + "koala.jpg" & koala & Correct \\ + \hline + "pacifier.jpg" & Petri dish & Incorrect \\ + \hline + "rubber duck sculpture.jpg" & bathing cup & Incorrect \\ + \hline + "rubber ducks.jpg" & frying pan & Incorrect \\ + \hline + "shoehorn.jpg" & wine bottle & Incorrect \\ + \hline + "zoo.jpg" & llama & Incorrect, but close \\ + \hline + \end{tabular} + \item The resizing to a lower resolution resulted in none of the answers being entirely accurate. However, for the animals, the answers were quite close. This can be attributed to the loss of detail during the downsizing process.\\ + \begin{tabular}{|c|c|c|} + \hline Image & Model Output & Result \\ + \hline + \hline + "golden retriever.jpg" & Saluki & Incorrect, but close \\ + \hline + "koala.jpg" & Madagascar cat & Incorrect, but close \\ + \hline + "pacifier.jpg" & maze & Incorrect \\ + \hline + "rubber duck sculpture.jpg" & goldfinch & Incorrect \\ + \hline + "rubber ducks.jpg" & confectionery & Incorrect \\ + \hline + "shoehorn.jpg" & banana & Incorrect \\ + \hline + "zoo.jpg" & fountain & Incorrect \\ + \hline + \end{tabular} + \item The vertical flip posed a significant challenge to the model. While none of the results were entirely accurate, a few were moving in the right direction. It’s likely that the model was trained using images that were not upside down, which lead to those results.\\ + \begin{tabular}{|c|c|c|} + \hline Image & Model Output & Result \\ + \hline + \hline + "golden retriever.jpg" & fox squirrel & Incorrect, right direction \\ + \hline + "koala.jpg" & Madagascar cat & Incorrect, but close \\ + \hline + "pacifier.jpg" & nipple & Incorrect \\ + \hline + "rubber duck sculpture.jpg" & stage & Incorrect \\ + \hline + "rubber ducks.jpg" & frying pan & Incorrect \\ + \hline + "shoehorn.jpg" & punching bag & Incorrect \\ + \hline + "zoo.jpg" & shield & Incorrect \\ + \hline + \end{tabular} +\end{enumerate} + +%------------------ END OF ASSIGNMENT ----------------------- + +\end{document} \ No newline at end of file