Add application file

app.py

@@ -0,0 +1,17 @@
+import gradio as gr
+from fastai.vision.all import *
+
+path = Path()
+learn = load_learner('export.pkl')
+
+labels = learn.dls.vocab
+def predict(img):
+    img = PILImage.create(img)
+    pred,pred_idx,probs = learn.predict(img)
+    return {labels[i]: float(probs[i]) for i in range(len(labels))}
+
+title = "Instruments Classifier"
+description = "Find out the confusing instruments. Created as a demo for Gradio and HuggingFace Spaces."
+enable_queue=True
+
+gr.Interface(fn=predict,inputs=gr.inputs.Image(shape=(512, 512)),outputs=gr.outputs.Label(num_top_classes=3),title=title,description=description,enable_queue=enable_queue).launch()