Update app.py

app.py

@@ -1,7 +1,17 @@
 import gradio as gr
+import fastai
+from fastai.vision.all import *
 
-def greet(name):
-    return "Hello " + name + "!!"
+def is_cat(x):return x[0].isupper()
+learn = load_learner.('model.pkl')
+learn.predict(im)
+categories = ('Dog', 'Cat')
+def classify_image(img):
+    pred,idx,probs = learn.predict(img)
+    return dict(zip(categories, map(float,probs)))
 
-demo = gr.Interface(fn=greet, inputs="text", outputs="text")
-demo.launch()
+
+image = gr.inputs.Image(shape=(192, 192))
+label = gr.outputs.Label()
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label)
+intf.launch()