Update app.py

app.py

@@ -8,12 +8,12 @@ import io
 def predict_input_image(img):
     # Normalize the image by cropping (center crop)
     img = Image.open(io.BytesIO(img))
-    h, w,_ = img.size
+    h, w= img.shape[:2]
     crop_start_x = (w - 224) // 2
     crop_start_y = (h - 224) // 2
     img = img.crop((crop_start_x, crop_start_y, crop_start_x + 224, crop_start_y + 224))
-    img = img.resize((224, 224))
-    img = np.expand_dims(np.array(img) / 255.0, axis=0)
+    img = tf.image.resize(img, [224, 224])
+    img = np.expand_dims(img axis=0)
 
     my_model = load_model('Brain_Tumor_Model.h5')