Add application file

app.py

@@ -0,0 +1,20 @@
+import gradio as gr
+from fastai.vision.all import *
+
+learn = load_learner('test.pkl')
+
+
+categories = learn.dls.vocab
+
+def classify_image(img):
+    pred,idx,probs = learn.predict(img)
+    return dict(zip(categories, map(float,probs)))
+
+
+image = gr.inputs.Image(shape=(48, 48))
+label = gr.outputs.Label()
+examples = ['basset.jpg']
+
+
+iface = gr.Interface(fn=greet, inputs="text", outputs="text")
+iface.launch()