Update app.py

app.py

@@ -10,13 +10,12 @@ loaded_model = joblib.load(filename)
 
 # Fonction de traitement d'image
 def preprocess_image(image):
+    # Convertir l'image en niveaux de gris
     pil_image = Image.fromarray(image)
     gray_image = pil_image.convert("L")
-    # Convertir l'image en niveaux de gris
-    #gray_image = image.convert("L")
 
     # Redimensionner l'image à 8x8 pixels
-    resized_image = gray_image.resize((8, 8), Image.ANTIALIAS)
+    resized_image = gray_image.resize((8, 8), Image.LANCZOS)
 
     # Convertir l'image en tableau NumPy
     img_array = np.array(resized_image)
@@ -37,5 +36,5 @@ def predict_digit(image):
     prediction = loaded_model.predict([preprocessed_image])[0]
     return str(prediction)
 
-iface = gr.Interface(fn=predict_digit, inputs="image", outputs="text", capture_session=True)
+iface = gr.Interface(fn=predict_digit, inputs="image", outputs="text")
 iface.launch()