Update app.py

app.py

@@ -5,17 +5,11 @@ title = "Remove Bg"
 description = "Automatically remove the image background from a profile photo."
 article = "<p style='text-align: center'><a href='https://news.machinelearning.sg/posts/beautiful_profile_pics_remove_background_image_with_deeplabv3/'>Blog</a> | <a href='https://github.com/eugenesiow/practical-ml'>Github Repo</a></p>"
 
-torch.hub.download_url_to_file('https://pbs.twimg.com/profile_images/691700243809718272/z7XZUARB_400x400.jpg',
-                               'demis.jpg')
-torch.hub.download_url_to_file('https://hai.stanford.edu/sites/default/files/styles/person_medium/public/2020-03/hai_1512feifei.png?itok=INFuLABp',
-                               'lifeifei.png')
-model = torch.hub.load('pytorch/vision:v0.6.0', 'deeplabv3_resnet101', pretrained=True)
-model.eval()
+
 
 gr.Interface(
     inference,
-    gr.inputs.Image(type="pil", label="Input"),
-    gr.outputs.Image(type="pil", label="Output"),
+    
     title=title,
     description=description,
     article=article,