Update app.py

app.py

@@ -1,6 +1,6 @@
 #Import necessary libraries
 from flask import Flask, render_template, request
-
+import webbrowser
 import numpy as np
 import os
 
@@ -13,27 +13,32 @@ model =load_model("model/v4_1_pred_stra_dis.h5")
 
 print('@@ Model loaded')
 
+def open_url_in_browser(url):
+    webbrowser.open_new(url)
 
 def pred_cot_dieas(cott_plant):
-  test_image = load_img(cott_plant, target_size = (150, 150)) # load image 
-  print("@@ Got Image for prediction")
+    test_image = load_img(cott_plant, target_size=(150, 150))  # load image 
+    print("@@ Got Image for prediction")
   
-  test_image = img_to_array(test_image)/255 # convert image to np array and normalize
-  test_image = np.expand_dims(test_image, axis = 0) # change dimention 3D to 4D
+    test_image = img_to_array(test_image)/255  # convert image to np array and normalize
+    test_image = np.expand_dims(test_image, axis=0)  # change dimension 3D to 4D
   
-  result = model.predict(test_image).round(3) # predict diseased palnt or not
-  print('@@ Raw result = ', result)
+    result = model.predict(test_image).round(3)  # predict diseased plant or not
+    print('@@ Raw result = ', result)
   
-  pred = np.argmax(result) # get the index of max value
- 
-  if pred == 0:
-    return "Diseased Strawberry Plant", 'http://localhost/typroject/diseases-anthracnose-fruit-rot/' # if index 0 burned leaf
-  elif pred == 1:
-      return 'Diseased Strawberry Plant', 'grey_mold.html' # # if index 1
-  elif pred == 2:
-      return 'Diseased Strawberry Plant', 'leaf_spot.html'  # if index 2  fresh leaf
-  else:
-    return "Diseased Strawberry Plant", 'powdery_mildew_leaf.html' # if index 3
+    pred = np.argmax(result)  # get the index of max value
+  
+    if pred == 0:
+        url = 'http://localhost/typroject/diseases-anthracnose-fruit-rot/'  # if index 0 burned leaf
+    elif pred == 1:
+        url = 'grey_mold.html'  # if index 1
+    elif pred == 2:
+        url = 'leaf_spot.html'  # if index 2 fresh leaf
+    else:
+        url = 'powdery_mildew_leaf.html'  # if index 3
+    
+    open_url_in_browser(url)
+    return "Diseased Strawberry Plant", url
 
 #------------>>pred_cot_dieas<<--end