fix drawing script

app.py

@@ -50,18 +50,24 @@ def detect(image_path):
 
         
         # 01. DRAW BOUNDING BOX OF OBJECT
-        line_thickness = round(0.002 * (image.shape[0] + image.shape[1]) / 2) + 1
+        # Adjust the scale factors for bounding box and label
+        box_scale_factor = 0.001  # Reduce this value to make the bounding box thinner
+        label_scale_factor = 0.5  # Reduce this value to make the label smaller
+        
+        # 01. DRAW BOUNDING BOX OF OBJECT
+        line_thickness = round(box_scale_factor * (image.shape[0] + image.shape[1]) / 2) + 1
         image = cv2.rectangle(img=image, 
                               pt1=start_box, 
                               pt2=end_box,
                               color=ENTITIES_COLORS[cls], 
-                              thickness = line_thickness) # Draw the box with predefined colors
+                              thickness=line_thickness)  # Draw the box with predefined colors
         
         # 02. DRAW LABEL
         text = cls + " " + str(detection_class_conf)
         # Get text dimensions to draw wrapping box
-        font_thickness =  max(line_thickness - 1, 1)
-        (text_w, text_h), _ = cv2.getTextSize(text=text, fontFace=2, fontScale=line_thickness/3, thickness=font_thickness)
+        font_thickness = max(line_thickness - 1, 1)
+        (font_scale_w, font_scale_h) = (line_thickness * label_scale_factor, line_thickness * label_scale_factor)
+        (text_w, text_h), _ = cv2.getTextSize(text=text, fontFace=2, fontScale=font_scale_w, thickness=font_thickness)
         # Draw wrapping box for text
         image = cv2.rectangle(img=image,
                               pt1=(start_box[0], start_box[1] - text_h - BOX_PADDING*2),
@@ -70,7 +76,8 @@ def detect(image_path):
                               thickness=-1)
         # Put class name on image
         start_text = (start_box[0] + BOX_PADDING, start_box[1] - BOX_PADDING)
-        image = cv2.putText(img=image, text=text, org=start_text, fontFace=0, color=(255,255,255), fontScale=line_thickness/3, thickness=font_thickness)
+        image = cv2.putText(img=image, text=text, org=start_text, fontFace=0, color=(255,255,255), fontScale=font_scale_w, thickness=font_thickness)
+
         
     return image