Update app.py

app.py

@@ -80,33 +80,23 @@ def process_image(image, text):
 
         # Iterate over detected objects
         for obj in prediction['predictions']:
-            x1 = int(obj['x'] - obj['width'] / 2)
-            y1 = int(obj['y'] - obj['height'] / 2)
-            x2 = int(obj['x'] + obj['width'] / 2)
-            y2 = int(obj['y'] + obj['height'] / 2)
-
-            logging.debug(f"Bounding box coordinates: ({x1}, {y1}), ({x2}, {y2}).")
-
-            # Detect the angle of the paper
-            angle = detect_paper_angle(np.array(image), (x1, y1, x2, y2))
-            logging.debug(f"Detected paper angle: {angle} degrees.")
-
-            # Adjust dimensions based on white paper detection
+            # Use white paper dimensions
             white_paper_width = obj['width']
             white_paper_height = obj['height']
 
-            padding_x = int(white_paper_width * 0.05)  # 5% padding horizontally
-            padding_y = int(white_paper_height * 0.05)  # 5% padding vertically
+            padding_x = int(white_paper_width * 0.2)  # 5% padding horizontally
+            padding_y = int(white_paper_height * 0.2)  # 5% padding vertically
+
+            box_width = white_paper_width - 2 * padding_x
+            box_height = white_paper_height - 2 * padding_y
+            logging.debug(f"Padded white paper dimensions: width={box_width}, height={box_height}.")
 
+            # Calculate padded coordinates
             x1_padded = int(obj['x'] - white_paper_width / 2 + padding_x)
             y1_padded = int(obj['y'] - white_paper_height / 2 + padding_y)
             x2_padded = int(obj['x'] + white_paper_width / 2 - padding_x)
             y2_padded = int(obj['y'] + white_paper_height / 2 - padding_y)
 
-            box_width = x2_padded - x1_padded
-            box_height = y2_padded - y1_padded
-            logging.debug(f"Padded white paper dimensions: width={box_width}, height={box_height}.")
-
             # Draw bounding box for debugging purposes
             debug_layer = pil_image.copy()
             debug_draw = ImageDraw.Draw(debug_layer)
@@ -240,3 +230,4 @@ if __name__ == "__main__":
 
 
 
+