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Andre Henriques 2024-03-04 21:23:35 +00:00
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report/report.tex
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%%% Preamble %%% Preamble
\documentclass[11pt, a4paper]{article} \documentclass[11pt, a4paper, twoside]{article}
\usepackage[english]{babel} % English language/hyphenation \usepackage[english]{babel} % English language/hyphenation
\usepackage{url} \usepackage{url}
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unpublished) using the referencing system set out in the programme handbook. I agree that the unpublished) using the referencing system set out in the programme handbook. I agree that the
University may submit my work to means of checking this, such as the plagiarism detection service University may submit my work to means of checking this, such as the plagiarism detection service
Turnitin® UK. I confirm that I understand that assessed work that has been shown to have been Turnitin® UK. I confirm that I understand that assessed work that has been shown to have been
plagiarized will be penalized. plagiarised will be penalised.
\vspace*{\fill} \vspace*{\fill}
\end{center} \end{center}
\newpage \newpage
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I am honestly thankful to him for sharing his honest and educational views on several issues related I am honestly thankful to him for sharing his honest and educational views on several issues related
to this report. to this report.
Additionally, I would like to thank my parents and friends for their continued support and Additionally, I would like to thank my parents and friends for their continued support and
encouragement from the first day of the university. They have always been motivating, inspiring and encouragement from the first day of the university.
helping me to achieve my life goals.
\vspace*{\fill} \vspace*{\fill}
\end{center} \end{center}
\newpage \newpage
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\pagebreak \pagebreak
\section{System Design}
This section will discuss the design of the system.
The section will discuss the inter application interface, control platform, and server, dataset, and model management.
\subsection{Inter Application Interface}
As a software as a service, one of the main requirements is to be able to communicate with other services.
The current main way that servers communicate over the internet is using https and a rest JSON API\cite{json-api-usage-stats}
\subsection{Web application}
Why use a web application to control the system?
The main purpose of the web application is to visually manage your account and your models.
The web interface allows the user to:
\begin{itemize}
\item{Manage data before training.} %TODO add image for proof
\item{Start the training process.} %TODO add image for proff
\item{Visualize the model training.} %TODO add image for proff
\item{Run Images thought the model.} %TODO add image for proff
\item{Expand the model with new classes.} %TODO add image for proff
\item{See the performance of the model.} %TODO add image for proff
\end{itemize}
\section{Design Choices} \section{Design Choices}
\subsection{Structure of the Service} \subsection{Structure of the Service}
The system has to manage: The system has to manage:
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\pagebreak \pagebreak
\section{Design Choices}
\section{Results} % TODO change this