updated app file

app.py

@@ -1,7 +1,25 @@
+from fastai.vision.all import *
 import gradio as gr
+from fastbook import * 
+from fastdownload import download_url
 
-def greet(name):
-    return "Hello " + name + "!!"
+# def greet(name):
+#     return "Hello " + name + "!!"
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+# iface = gr.Interface(fn=greet, inputs="text", outputs="text")
+# iface.launch()
+
+def is_cat(x): return x[0].isupper()
+learn = load_learner("model.pkl")
+
+categories = ('Dog', 'Cat')
+def classify_image(img):
+  pred, idx, probs = learn.predict(img)
+  return dict(zip(categories, map(float,probs)))
+
+image = gr.inputs.Image(shape=(192,192))
+label = gr.outputs.Label()
+example = ['cat.jpg', 'dog.jpg']
+
+intr = gr.Interface(fn = classify_image, inputs=image, outputs=label, examples=example)
+intr.launch(inline=False)