changed to muffin

app.py

@@ -1,7 +1,17 @@
 import gradio as gr
+from fastai.vision.all import *
 
-def greet(name):
-    return "Hello " + name + "!!"
+learn = load_learner('model.pkl')
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
+categories = ('Muffin', 'Chihuahua')
+
+def classify(img):
+    pred,_,probs = learn.predict(img)
+    return dict(zip(categories, map(float,probs)))
+
+image = gr.inputs.Image(shape=(192,192))
+label = gr.outputs.Label()
+examples = ['muffin.png', 'dog.png']
+
+iface = gr.Interface(fn=classify, inputs=image, outputs=label, examples=examples)
 iface.launch()