Added application file

app.py

@@ -0,0 +1,17 @@
+from fastbook import *
+import gradio as gr
+
+## lets load the model 
+learn_inf = load_learner(path/'bear_classifier_cat')
+
+def bear_classifier(image):
+  pred,pred_idx,probs = learn_inf.predict(image)
+  pred_name = f'Prediction: {pred}'
+  pred_prob = f'Probability: {probs[pred_idx]:.04f}'
+  return image, pred_name, pred_prob
+  
+ 
+iface = gr.Interface(fn=bear_classifier, inputs=gr.inputs.Image(shape=(224, 224)), \
+             outputs=["text", "number"])
+
+iface.launch(inline=False)