Add application file

app.py

@@ -1,7 +1,15 @@
+from fastai.vision.all import *
 import gradio as gr
 
-def greet(name):
-    return "Hello " + name + "!!"
+learn = load_learner('mnist_model.pkl')
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+def classify_image(img):
+    pred,idx,probs = learn.predict(img)
+    return pred
+
+image = gr.inputs.Image(shape=(192,192))
+label = gr.outputs.Label()
+examples = []
+
+iface = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+iface.launch(inline=False)