Update main.py

main.py

@@ -88,7 +88,6 @@ def resultbt():
 
             flash('Image successfully uploaded and displayed below')
 
-        
             try:
                 # Process the image
                 img = cv2.imread(temp_file.name)
@@ -96,37 +95,16 @@ def resultbt():
                 img = crop_imgs([img])
                 img = img.reshape(img.shape[1:])  # Reshape to (height, width, channels)
                 img = preprocess_imgs([img], (128, 128))  # Resize to (128, 128, 3)
-                
+
                 # Ensure the input shape matches the model's expectation
                 img = img[0]  # Remove unnecessary extra dimension
                 img = np.expand_dims(img, axis=0)  # Add batch dimension to match (1, 128, 128, 3)
-            
+
                 # Make prediction
                 pred = braintumor_model.predict(img)
                 prediction = 'Tumor Detected' if pred[0][0] >= 0.5 else 'No Tumor Detected'
                 confidence_score = float(pred[0][0])
 
-    # Prepare data for MongoDB
-    result = {
-        "firstname": firstname,
-        "lastname": lastname,
-        "email": email,
-        "phone": phone,
-        "gender": gender,
-        "age": age,
-        "image_name": filename,
-        "prediction": prediction,
-        "confidence_score": confidence_score,
-        "timestamp": datetime.utcnow()
-    }
-
-    # Insert data into MongoDB
-    collection.insert_one(result)
-
-    # Return the result to the user
-    return render_template('resultbt.html', filename=filename, fn=firstname, ln=lastname, age=age, r=prediction, gender=gender)
-
-
                 # Prepare data for MongoDB
                 result = {
                     "firstname": firstname,
@@ -152,7 +130,6 @@ def resultbt():
             flash('Allowed image types are - png, jpg, jpeg')
             return redirect(request.url)
 
-
 @app.route('/dbresults')
 def dbresults():
     """Fetch all results from MongoDB, show aggregated data, and render in a template."""
@@ -185,4 +162,4 @@ def dbresults():
 
 
 if __name__ == '__main__':
-    app.run(debug=True)
+    app.run(debug=True)