diff --git a/doc/V1/~$35_Projet_Camera_-Rapport-v1.docx b/doc/V1/~$35_Projet_Camera_-Rapport-v1.docx
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index 000000000..8f3b6d454
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diff --git a/doc/V2/Rapport/2135_AnalysPicture_Report.pdf b/doc/V2/Rapport/2135_AnalysPicture_Report.pdf
new file mode 100644
index 000000000..d5d1733b7
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diff --git a/doc/V2/Rapport/main.tex b/doc/V2/Rapport/2135_AnalysPicture_Report.tex
similarity index 72%
rename from doc/V2/Rapport/main.tex
rename to doc/V2/Rapport/2135_AnalysPicture_Report.tex
index 9bc3de4b9..0f897c1c3 100644
--- a/doc/V2/Rapport/main.tex
+++ b/doc/V2/Rapport/2135_AnalysPicture_Report.tex
@@ -34,27 +34,6 @@
 \newdateformat{monthyeardate}{%
   \monthname[\THEMONTH], \THEYEAR}
 
-\pgfpagesdeclarelayout{boxed}
-{
-  \edef\pgfpageoptionborder{0pt}
-}
-{
-  \pgfpagesphysicalpageoptions
-  {%
-    logical pages=1,%
-  }
-  \pgfpageslogicalpageoptions{1}
-  {
-    border code=\pgfsetlinewidth{1pt}\pgfstroke,%
-    border shrink=\pgfpageoptionborder,%
-    resized width=.98\pgfphysicalwidth,%
-    resized height=.98\pgfphysicalheight,%
-    center=\pgfpoint{.5\pgfphysicalwidth}{.5\pgfphysicalheight}%
-  }%
-}
-\pgfpagesuselayout{boxed}
-\setlength{\columnsep}{0.5cm}
-
 % \renewcommand\thesubsection{\Alph{subsection}}
 
 \begin{document}
@@ -62,7 +41,6 @@
 \lhead{PROJET 2135}
 \chead {\today}
 \rhead{Analyseur d'images}
-\fontsize{14}{14}\selectfont
 
 % ------------------------- TITLE PAGE INSERTION ------------------------
 \input{Pages/titlepage} 
@@ -87,7 +65,7 @@
 \newpage
 \nocite{*}
 
-\bibliography{Biblio-Proj} 
-\bibliographystyle{ieeetr}
+%\bibliography{Biblio-Proj} 
+%\bibliographystyle{ieeetr}
 
 \end{document}
diff --git a/doc/V2/Rapport/Pages/Initial.tex b/doc/V2/Rapport/Pages/Initial.tex
index 350ce9140..43615264d 100644
--- a/doc/V2/Rapport/Pages/Initial.tex
+++ b/doc/V2/Rapport/Pages/Initial.tex
@@ -1,38 +1,38 @@
 % ------------------------- MAIN TASK ---------------------------------
-\section{Développement du PCB}
+\section{Reprise du projet}
 
-\subsection{Footprints} \label{ssec:Footprints}
-{}
-\clearpage
+\subsection{État initial du projet}
+	
+\subsection{Méthode et objectifs de la reprise}
 
-\subsection{Bill of materials} \label{ssec:BOM}
-{}
-\clearpage
 
-\subsection{Mécanique du projet} \label{ssec:mechProjet}
-{}
+%---
 \clearpage
+\section{Programmation Python}
 
-\subsection{Restrictions mécaniques} \label{ssec:RestrictionMech}
-{}
-\clearpage
+\subsection{Test implémentation OpenCV}
 
-\subsection{Planification PCB} \label{ssec:planifPCB}
-{}
-\clearpage
+\subsection{Reconnaissance de formes - dataset}
 
-\subsection{Placement des composants} \label{ssec:placementComp}
-{}
-\clearpage
+	\subsubsection{Base de donnée}
 
-\subsection{Routage} \label{ssec:routage}
-{}
-\clearpage
+	\subsubsection{Explication du code}
+	
+	\subsubsection{Essais et étalonnage}
+	
+%---
+\clearpage	
+\subsection{Reconnaissance de formes - image réelles}
+
+	\subsubsection{Images utilisées}
+	
+	\subsubsection{Explication du code}
+	
+	\subsubsection{Essais et étalonnage}
+	
+\subsection{Création de l'interface}
 
-\subsection{Points d'améliorations} \label{ssec:pointAmel}
-{}
+%---
 \clearpage
+\section{Conclusion}
 
-\subsection{Conclusion du projet} \label{ssec:conclusionG}
-{}
-\clearpage
\ No newline at end of file
diff --git a/doc/V2/Rapport/Pages/titlepage.tex b/doc/V2/Rapport/Pages/titlepage.tex
index 8283d0141..e010956db 100644
--- a/doc/V2/Rapport/Pages/titlepage.tex
+++ b/doc/V2/Rapport/Pages/titlepage.tex
@@ -2,7 +2,7 @@
    \begin{center}
         \vspace*{1cm}
         \LARGE
-        {\Huge \textbf{Localisation sous-marine}}
+        {\Huge \textbf{2135 Analyse Picture}}
         
         \vspace{0.3cm}
         Processing d'images avec OpenCV pour implémentation sur Raspberry PI.
diff --git a/doc/V2/Rapport/main.pdf b/doc/V2/Rapport/main.pdf
deleted file mode 100644
index b89a498a2..000000000
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diff --git a/soft/V2/Python/2-ShapeDetection-Dataset/ShapesBatchN1.png b/soft/V2/Python/2-ShapeDetection-Dataset/ShapesBatchN1.png
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