Add application file

app.py

@@ -0,0 +1,18 @@
+import gradio as gr
+from fastai.vision.all import *
+
+categories = ["Bench", "Chair", "Sofa"]
+learn = load_learner("model.pkl")
+
+
+def classify_image(img):
+    pred, idx, probs = learn.predict(img)
+    return dict(zip(categories, map(float, probs)))
+
+
+image = gr.inputs.Image(shape=(192, 192))
+label = gr.outputs.Label()
+examples = ["chair1.jpg", "bench1.jpg", "sofa1.jpg", "dunno1.jpg"]
+
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+intf.launch(inline=False)