Add application file

app.py

@@ -0,0 +1,17 @@
+#__all__ =  ['Hyundai Venue','Maruti Suzuki Swift', 'Hyndai Creta', 'Hyundai i10', 'Maruti Suzuki WagonR', 'Maruti Suzuki Alto']
+
+from fastai.vision.all import * 
+import gradio as gr 
+
+def classify_image(img):
+  pred, idx, probs = learn.predict(img)
+  return dict(zip(categories, map(float, probs)))
+
+learn = load_learner('model.pkl')
+categories = ['Hyundai Venue','Maruti Suzuki Swift', 'Hyndai Creta', 'Hyundai i10', 'Maruti Suzuki WagonR', 'Maruti Suzuki Alto']
+
+image = gr.inputs.Image(shape=(192, 192))
+label = gr.outputs.Label()
+
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label)
+intf.launch(inline=False)