Update app.py

app.py

@@ -1,7 +1,16 @@
+from fastai.vision.all import *
 import gradio as gr
 
-def greet(name):
-    return "Hello " + name + "!!"
+path = Path()
+learn_inf = load_learner(path/'export.pkl')
+def classify_image(img):
+    pred,pred_idx,probs = learn_inf.predict(img)
+    return f'Prediction: {pred}; Probability: float({probs[pred_idx]:.04f})'
+    
+image = gr.inputs.Image(shape=(224, 224))
+label = gr.outputs.Label()
+examples = ['1.jpg', '2.jpg', '3.jpg']
+   
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+iface = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+iface.launch(inline=False)