Create app.py

app.py

@@ -0,0 +1,9 @@
+import gradio as gr
+from fastai.vision.all import *
+learn = load_learner('model.pkl')
+categories=('active','drowsy')
+def classify(image):
+    pred,idx,probs=learn.predict(image)
+    return dict(zip(categories,map(float,probs)))
+inter=gr.Interface(fn=classify, inputs='image', outputs='text')
+inter.launch()