Update app.py

app.py

@@ -0,0 +1,24 @@
+! [ -e /content ] && pip install -Uqq fastbook
+import fastbook
+fastbook.setup_book()
+
+from fastbook import *
+from fastai.vision.widgets import *
+
+path = Path()
+path.ls(file_exts='.pkl')
+
+learn_inf = load_learner(path/'export.pkl')
+
+categories = ('grizzly', 'black', 'teddy')
+
+def classify_image(img):
+    pred,idx,probs = learn_inf.predict(img)
+    return dict(zip(categories, map(float,probs)))
+
+image = gr.inputs.Image(shape=(192,192))
+label = gr.outputs.Label()
+examples = ['bear.jpg']
+
+intf = gr.Interface(fn = classify_image, inputs=image, outputs=label, examples=examples)
+intf.launch(inline=False)