diff --git a/main.pdf b/main.pdf
index e4a31b8..e3867f5 100644
--- a/main.pdf
+++ b/main.pdf
@@ -1,3 +1,3 @@
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+size 522439
diff --git a/main.tex b/main.tex
index 81f4261..3993beb 100644
--- a/main.tex
+++ b/main.tex
@@ -8,8 +8,6 @@
 \usepackage{float}
 \usepackage{fancyvrb}
 
-
-
 \title{First Defense Report test}
 \author{ Lilian Labat, Luca De-Donno, Louis Gallet }
 \date{November 2024}
diff --git a/sections/partie-technique/IA/entrainement/ia-train-demo.png b/sections/partie-technique/IA/entrainement/ia-train-demo.png
index a82f1e8..bac0c6f 100644
Binary files a/sections/partie-technique/IA/entrainement/ia-train-demo.png and b/sections/partie-technique/IA/entrainement/ia-train-demo.png differ
diff --git a/sections/partie-technique/gui/gui/gui.png b/sections/partie-technique/gui/gui/gui.png
new file mode 100644
index 0000000..263a983
--- /dev/null
+++ b/sections/partie-technique/gui/gui/gui.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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+size 230401
diff --git a/sections/partie-technique/gui/gui/gui.tex b/sections/partie-technique/gui/gui/gui.tex
index bafb404..a533de1 100644
--- a/sections/partie-technique/gui/gui/gui.tex
+++ b/sections/partie-technique/gui/gui/gui.tex
@@ -1,3 +1,9 @@
 As mentioned above, the GUI is quite simple but still allows for all the necessary operations to process the image. Several functions are called to display the image in the SDL window and to interact with the user.
 
-TODO: Integrate images of the interface
+% add figure
+
+\begin{figure}[H]
+	\centering
+	\includegraphics[width=0.45\textwidth]{sections/partie-technique/gui/gui/gui.png}
+	\caption{GUI}
+\end{figure}
diff --git a/sections/partie-technique/traitement-image/examples/black_white_tv.png b/sections/partie-technique/traitement-image/examples/black_white_tv.png
new file mode 100644
index 0000000..aeed8d4
--- /dev/null
+++ b/sections/partie-technique/traitement-image/examples/black_white_tv.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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diff --git a/sections/partie-technique/traitement-image/examples/examples.tex b/sections/partie-technique/traitement-image/examples/examples.tex
new file mode 100644
index 0000000..832e72b
--- /dev/null
+++ b/sections/partie-technique/traitement-image/examples/examples.tex
@@ -0,0 +1,8 @@
+Here is an example with the original image on the left and the black and white image on the right.
+
+\begin{figure}[H]
+	\centering
+	\includegraphics[width=0.45\textwidth]{sections/partie-technique/traitement-image/examples/tv_test_pattern.png}
+	\includegraphics[width=0.45\textwidth]{sections/partie-technique/traitement-image/examples/black_white_tv.png}
+	\caption{Original image and black and white image}
+\end{figure}
diff --git a/sections/partie-technique/traitement-image/examples/tv_test_pattern.png b/sections/partie-technique/traitement-image/examples/tv_test_pattern.png
new file mode 100644
index 0000000..dfddfec
--- /dev/null
+++ b/sections/partie-technique/traitement-image/examples/tv_test_pattern.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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diff --git a/sections/partie-technique/traitement-image/traitement-image.tex b/sections/partie-technique/traitement-image/traitement-image.tex
index cfbd0ef..7d2da4c 100644
--- a/sections/partie-technique/traitement-image/traitement-image.tex
+++ b/sections/partie-technique/traitement-image/traitement-image.tex
@@ -8,3 +8,6 @@ Cette sous section détaille le processus de traitement d'image utilisé dans no
 
 \subsubsection{Transforming the image to grayscale}
 \input{sections/partie-technique/traitement-image/image-baw/image-baw}
+
+\subsubsection{Examples}
+\input{sections/partie-technique/traitement-image/examples/examples}