app updated

app.py

@@ -1,7 +1,17 @@
 import gradio as gr
 
-def greet(name):
-    return "Hello " + name + "!!"
+from fastai.vision.all import *
+learner = load_learner("export.pkl")
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+categories = ['black bear', 'grizzly bear', 'teddy bear']
+def classify_image(image):
+    pred, idx, prob = learner.predict(im)
+    return dict(zip(categories, map(float, prob)))
+
+image = gr.inputs.Image(shape=(192, 192))
+label = gr.outputs.Label()
+examples = ['test_image.jpg']
+
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+
+intf.launch()