changes

app.py

@@ -1,7 +1,15 @@
 import gradio as gr
+from fastai.vision.all import *
+from fastcore import *
 
-def greet(name):
-    return "Hello " + name + "!!"
+learn = load_learner('kitten.pkl')
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+classes = learn.dls.vocab
+
+def classify_images(img):
+    img = PILimage.create(img)
+    pred,idx,prob = learn.predict(img)
+    return {labels[i]: float(probs[i]) for i in range(len(labels))}
+
+iface = gr.Interface(fn=classify_images, inputs=gr.interface.Image(shape=(512, 512)), outputs=gr.interface.Label())
+iface.launch()