Upload app.py

app.py

@@ -1,7 +1,19 @@
-import gradio as gr
+from fastai.vision.all import*
+import gradio as gr   
 
-def greet(name):
-    return "Hello " + name + "!!"
+def is_cat(x): return x[0].isupper()
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+learn = load_learner('model.pkl')
+
+categories = ('Dog', 'Cat')
+
+def classify_image(img):
+  pred, idx, probs = learn.predict(img)
+  return dict(zip(categories, map(float, probs)))
+
+image = gr.Image()
+label = gr.Label()
+examples = ['1.jpg', '2.jpg','3.jpg']
+
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label)
+intf.launch()