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app.py

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+import gradio as gr
+from transformers import pipeline
+
+pipe = pipeline(task="image-classification", 
+                model="microsoft/beit-base-patch16-224-pt22k-ft22k")
+gr.Interface.from_pipeline(pipe, 
+                           title="Image Classification",
+                           description="Object Recognition using Microsoft BEIT",
+                           ).launch()