updating app

app.py

@@ -1,7 +1,24 @@
 import gradio as gr
 
+from fastai.vision.all import *
+
 def greet(name):
     return "Hello " + name + "!!"
 
-demo = gr.Interface(fn=greet, inputs="text", outputs="text")
-demo.launch()
+
+categories = ('dog', 'cat')
+def is_cat(x): return x[0].isupper() 
+
+learner = load_learner("./model.pkl")
+def classify(img):
+    pred, idx, probs = learner.predict(img)
+    return dict(zip(categories, map(float, probs)))
+
+
+
+image = gr.inputs.Image(shape=(192, 192))
+label = gr.outputs.Label()
+examples = ['cat.jpeg', 'dog.jpeg', 'Teddy.jpeg']
+demo = gr.Interface(fn=classify, inputs=image, outputs=label)
+demo.launch(inline = False)
+