changed app.py

app.py

@@ -1,6 +1,20 @@
 import gradio as gr
-def greet(name):
-    return f"Hello {name}!"
+import fastbook
+from fastbook import *
+from fastai.vision.all import *
+from fastcore.all import*
 
-gr.Interface(fn=greet, inputs="text",outputs="text").launch()
-iface.launch()
+learn = load_learner('my_model.pkl')
+
+labels = learn.dls.vocab
+
+def predict(img):
+  img = PILImage.create(im)
+  pred, pred_idx, probs = learn.predict(img)
+    return {labels[i]: float(probs[i]) for i in range(len(labels))}
+
+intf = gr.Interface(fn=predict,
+            inputs=gr.inputs.Image(shape=(512, 512)),
+            outputs=gr.outputs.Label(num_top_classes=2))
+
+intf.launch(inline=False)