diff --git a/results/misc/webapp_shot.png b/results/misc/webapp_shot.png
new file mode 100644
index 0000000..91f5cd1
Binary files /dev/null and b/results/misc/webapp_shot.png differ
diff --git a/src/webapp/TrainImage_Annotate/Annotate/static/js/script.js b/src/webapp/TrainImage_Annotate/Annotate/static/js/script.js
index a935129..e3f4915 100644
--- a/src/webapp/TrainImage_Annotate/Annotate/static/js/script.js
+++ b/src/webapp/TrainImage_Annotate/Annotate/static/js/script.js
@@ -36,7 +36,7 @@ function nextBtnInit()
 	$("#next").click(function() 
 	{		
 		currentImageIndex = parseInt($('#image_index').val())
-
+		clearCanvas()
 		nextImage = (currentImageIndex + 1) % images.length;
 		currentImageIndex = nextImage;
 
@@ -66,8 +66,6 @@ function nextBtnInit()
 	{
 		window.location.href = "/draw/download";
 	});
-
-
 	
 }
 
@@ -197,14 +195,6 @@ function mouseUp(e)
 	rect.endingX = e.pageX - (this.offsetLeft+offsetLeftAdd);
 	rect.endingY = e.pageY - (this.offsetTop+offsetTopAdd);
 	
-
-	console.log("Being");
-	console.log("Starting X:", rect.startX);
-	console.log("Starting Y:", rect.startY);
-	console.log("Ending X:", rect.endingX);
-	console.log("Ending X:", rect.endingY);
-	console.log("Height:", rect.h);
-	
 	if((rect.startX > rect.endingX) && (rect.startY > rect.endingY))
 	{
 		rect.startX = rect.endingX;
@@ -223,12 +213,7 @@ function mouseUp(e)
 	{
 		rect.startX = rect.startX + rect.w;
 	}
-	// console.log("After everything");
-	// console.log("Starting X:", rect.startX);
-	// console.log("Starting Y:", rect.startY);
-	// console.log("Ending X:", rect.endingX);
-	// console.log("Ending X:", rect.endingY);
-	// console.log("Height:", rect.h);
+	
 	var tempRectTuple = []
 	// top-left
 	tempRectTuple.push(rect.startX);
@@ -240,8 +225,8 @@ function mouseUp(e)
 	tempRectTuple.push(Math.abs(rect.w));
 	//height
 	tempRectTuple.push(Math.abs(rect.h));
-	console.log("temprect:", tempRectTuple);
-	//console.log(sdfs)
+
+
 	var tempStr = "["+tempRectTuple+"]";
 	rect_tuple.push(tempRectTuple)
  
diff --git a/src/webapp/TrainImage_Annotate/Annotate/views.py b/src/webapp/TrainImage_Annotate/Annotate/views.py
index 5a0faf4..1eec7b1 100644
--- a/src/webapp/TrainImage_Annotate/Annotate/views.py
+++ b/src/webapp/TrainImage_Annotate/Annotate/views.py
@@ -87,17 +87,27 @@ def prepareArrayNMS(filename):
 				# preparing tuples
 				for i in range(0,num_rects):
 
-					x0 = math.isnan(float(data['bounding_box'][(6*i)+0]))
-					y0 = math.isnan(float(data['bounding_box'][(6*i)+1]))
-					x1 = math.isnan(float(data['bounding_box'][(6*i)+2]))
-					y1 = math.isnan(float(data['bounding_box'][(6*i)+3]))
-
-					if not x0 and not x1 and not y0 and not y1:
-						temp_tuple = (float(data['bounding_box'][(6*i)+0]), float(data['bounding_box'][(6*i)+1]), float(data['bounding_box'][(6*i)+2]), float(data['bounding_box'][(6*i)+3]))
-						box_coords.append(temp_tuple)
+					x0_str = len(data['bounding_box'][(6*i)+0])
+					y0_str = len(data['bounding_box'][(6*i)+1])
+					x1_str = len(data['bounding_box'][(6*i)+2])
+					y1_str = len(data['bounding_box'][(6*i)+0])
 					
-						area = (float(data['bounding_box'][(6*i)+2]) - float(data['bounding_box'][(6*i)+0])) * (float(data['bounding_box'][(6*i)+3]) - float(data['bounding_box'][(6*i)+1]))
-						box_area.append(area)
+					if x0_str > 0 and y0_str > 0 and x1_str > 0 and y1_str > 0:
+						x0 = math.isnan(float(data['bounding_box'][(6*i)+0]))
+						y0 = math.isnan(float(data['bounding_box'][(6*i)+1]))
+						x1 = math.isnan(float(data['bounding_box'][(6*i)+2]))
+						y1 = math.isnan(float(data['bounding_box'][(6*i)+3]))
+
+						if not x0 and not x1 and not y0 and not y1:
+							temp_tuple = (float(data['bounding_box'][(6*i)+0]), float(data['bounding_box'][(6*i)+1]), float(data['bounding_box'][(6*i)+2]), float(data['bounding_box'][(6*i)+3]))
+							box_coords.append(temp_tuple)
+						
+							area = (float(data['bounding_box'][(6*i)+2]) - float(data['bounding_box'][(6*i)+0])) * (float(data['bounding_box'][(6*i)+3]) - float(data['bounding_box'][(6*i)+1]))
+							box_area.append(area)
+						else:
+							box_area = []
+							box_coords = []
+							continue
 					else:
 						box_area = []
 						box_coords = []
diff --git a/src/webapp/TrainImage_Annotate/Annotate/views.pyc b/src/webapp/TrainImage_Annotate/Annotate/views.pyc
index 48eea57..47ec5de 100644
Binary files a/src/webapp/TrainImage_Annotate/Annotate/views.pyc and b/src/webapp/TrainImage_Annotate/Annotate/views.pyc differ