Upload app.py

app.py

@@ -1,7 +1,13 @@
 import gradio as gr
+from fastai.vision.all import *
 
-def greet(name):
-  return "Hello " + name + "!!"
+learn =  load_learner('model.pkl')
+categories = ('Cockapoo', "Labradoodle")
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+
+def predict(img):
+  pred, idx, probs = learn.predict(img)
+  return dict(zip(categories, map(float, probs)))
+
+iface = gr.Interface(fn=predict, inputs=gr.inputs.Image(shape=(192,192)), outputs="text")
+iface.launch()