Update app.py

app.py

@@ -1,7 +1,23 @@
+
+__all__ =['is_cat','learn','classify_image','categories','image','label','examples','InFace']
+from fastai.vision.all import *
 import gradio as gr
+def is_cat(x): return x[0].isupper()
+
+im = PILImage.create('dog.jpg')
+
+
+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)))
 
-def greet(name):
-    return "Hello " + name + "!!"
+image= gr.inputs.Image(shape=(192,192))
+label= gr.outputs.Label()
+examples = ['dog.jpg','cat.jpg','N.jpg']
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+InFace = gr.Interface(fn=classify_image,inputs=image,outputs=label,examples=examples)
+InFace.launch(inline=False)