Update app.py

app.py

@@ -1,5 +1,18 @@
+from fastai.vision.all import *
 import gradio as gr
-def greet(name):
-    return "Hello " + name + "!!"
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+
+learn = load_learner(‘export.pkl’)
+
+categories = (‘grizzly’, ‘black’, ‘teddy’)
+
+def classify_image(img):
+pred,idx,probs = learn.predict(img)
+return dict(zip(categories, map(float,probs)))
+
+image = gr.inputs.Image(shape=(192,192))
+label = gr.outputs.Label()
+examples = [‘grizzly.jpg’, ‘black.jpg’, ‘teddy.jpg’]
+
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+intf.launch(inline=False)
+