Update app.py

app.py

@@ -1,4 +1,5 @@
 from fastai.vision.all import *
+import gradio as gr
 
 learn = load_learner('your_model.pkl')
 
@@ -6,9 +7,10 @@ categories = ('Glaucoma Present','Glaucoma Absent')
 
 labels = learn.dls.vocab
 def predict(img):
-    img = PILImage.create(img)
     pred,pred_idx,probs = learn.predict(img)
     return dict(zip(categories, map(float,probs)))
 
-import gradio as gr
-gr.Interface(fn=predict, inputs=gr.inputs.Image(shape=(512, 512)), outputs=gr.outputs.Label(num_top_classes=3)).launch(share=True)
+image = gr.inputs.Image(shape=(512,512))
+label = gr.outputs.Label()
+intf = gr.Interface(fn=predict, inputs=image, outputs=label)
+intf.launch(inline=False)