Update app.py

app.py

@@ -5,6 +5,17 @@ from PIL import Image
 import cv2
 import datetime
 
+# Define the custom FixedDropout layer
+class FixedDropout(tf.keras.layers.Layer):
+    def __init__(self, rate, **kwargs):
+        super(FixedDropout, self).__init__(**kwargs)
+        self.rate = rate
+
+    def call(self, inputs, training=None):
+        if training is None:
+            training = K.learning_phase()
+        return K.in_train_phase(K.dropout(inputs, self.rate), inputs, training=training)
+
 class ImageClassifierApp:
     def __init__(self, model_path):
         self.model_path = model_path
@@ -55,7 +66,6 @@ class ImageClassifierApp:
         )
         input_interface.launch()
 
-
 if __name__ == "__main__":
     model_path = 'modelo_treinado.h5'  # Substitua pelo caminho para o seu modelo treinado
     app = ImageClassifierApp(model_path)