Update main.py

main.py

@@ -66,7 +66,7 @@ def resultbt():
                 confidence = prediction if prediction > 0.5 else 1 - prediction  # Calculate confidence
                 predicted_class = 'Tumor Detected' if prediction > 0.5 else 'No Tumor Detected'  # Determine class based on threshold
 
-                # Prepare data for MongoDB
+                # Prepare data for MongoDB with JSON-serializable fields
                 result = {
                     "firstname": firstname,
                     "lastname": lastname,
@@ -76,7 +76,7 @@ def resultbt():
                     "age": age,
                     "image_name": filename,
                     "prediction": predicted_class,
-                    "confidence_score": confidence,
+                    "confidence_score": float(confidence),  # Ensure it's a standard float for JSON serialization
                     "timestamp": datetime.utcnow()
                 }