diff --git a/NGCC/src/csv/GenerateCSV.java b/NGCC/src/csv/GenerateCSV.java
index b3632cd..aebe82c 100644
--- a/NGCC/src/csv/GenerateCSV.java
+++ b/NGCC/src/csv/GenerateCSV.java
@@ -20,6 +20,7 @@ public class GenerateCSV {
 		this.etudiants = map;
 		this.numLength = Integer.parseInt(length);
 		this.path = path + "/" + pth;
+		
 	}
 
 	// Teste validité du numero etudiant (selon param de la config passé :
@@ -33,7 +34,9 @@ public class GenerateCSV {
 
 				int nb = Character.getNumericValue(s.charAt(i));
 
+				
 				if (nb <= 0 || nb >= 9) {
+					
 					logger.fatal("Student id's characters are not recognized");
 					return false;
 				} else {
diff --git a/NGCC/src/ocr/ImagesCopie.java b/NGCC/src/ocr/ImagesCopie.java
index 255b65d..112f147 100644
--- a/NGCC/src/ocr/ImagesCopie.java
+++ b/NGCC/src/ocr/ImagesCopie.java
@@ -19,7 +19,7 @@ public class ImagesCopie {
 		for(Img s : hMapImgs.values())
 		{	
 			s.applyOcrImg();
-			System.out.println("Desc : "+s.getClass().getCanonicalName()+" "+s.getDescription());
+			
 		}
 		
 	}
diff --git a/NGCC/src/ocr/Img.java b/NGCC/src/ocr/Img.java
index 3647c45..32ab6db 100644
--- a/NGCC/src/ocr/Img.java
+++ b/NGCC/src/ocr/Img.java
@@ -31,7 +31,11 @@ public abstract class Img {
 		this.description = description;
 	}
 
-	
+	public void sanitizeDesc()
+	{
+		this.description = this.description.replace(" ", "");
+		this.description = this.description.replace("\n", "");
+	}
 	
 	
 }
diff --git a/NGCC/src/ocr/ImgNote.java b/NGCC/src/ocr/ImgNote.java
index 119a1ef..e58ae43 100644
--- a/NGCC/src/ocr/ImgNote.java
+++ b/NGCC/src/ocr/ImgNote.java
@@ -16,6 +16,7 @@ public class ImgNote extends Img{
 	public void applyOcrImg() {
 		
 		setDescription(OCR.applyOcrNumber(getImg()));
+		this.sanitizeDesc();
 		
 	}
 
diff --git a/NGCC/src/ocr/ImgNumEtu.java b/NGCC/src/ocr/ImgNumEtu.java
index c32f08a..e53e74b 100644
--- a/NGCC/src/ocr/ImgNumEtu.java
+++ b/NGCC/src/ocr/ImgNumEtu.java
@@ -13,6 +13,8 @@ public class ImgNumEtu extends Img{
 	@Override
 	public void applyOcrImg() {
 		setDescription(OCR.applyOcrNumber(getImg()));
+		this.sanitizeDesc();
+		
 	}
 
 }
\ No newline at end of file
diff --git a/NGCC/src/ocr/Rogneur.java b/NGCC/src/ocr/Rogneur.java
index 170d20e..a66b208 100644
--- a/NGCC/src/ocr/Rogneur.java
+++ b/NGCC/src/ocr/Rogneur.java
@@ -37,12 +37,12 @@ public abstract class Rogneur {
 		int numEtuY2 = ratioY*146 + 310;
 		
 		BufferedImage temp = imgOriginale.getSubimage(numEtuX1, numEtuY1, numEtuX2-numEtuX1, numEtuY2-numEtuY1);
-		
+		/*
 		JFrame frame = new JFrame();
 		frame.getContentPane().add(new JLabel(new ImageIcon(temp)));
 		//frame.getContentPane().add(new JLabel(new ImageIcon(images.get(0))));
 		frame.setVisible(true);
-		
+		*/
 		return new ImgNumEtu(temp);
 		
 	}
@@ -62,11 +62,12 @@ public abstract class Rogneur {
 		
 		BufferedImage temp = imgOriginale.getSubimage(numNoteX1, numNoteY1, numNoteX2-numNoteX1, numNoteY2-numNoteY1);
 		
+		/*
 		JFrame frame = new JFrame();
 		frame.getContentPane().add(new JLabel(new ImageIcon(temp)));
 		//frame.getContentPane().add(new JLabel(new ImageIcon(images.get(0))));
 		frame.setVisible(true);
-		
+		*/
 		return new ImgNote(temp);
 	}