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app.py

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+import gradio as gr
+from gradio.mix import Parallel
+modelPneumonia = gr.Interface.load("huggingface/nickmuchi/vit-finetuned-chest-xray-pneumonia",
+                                   title="Pneumonia Prediction", 
+                                   description="Predict Pneumonia from XRay Image",
+                                   article = "<h4>This model is a fine-tuned version of google/vit-base-patch16-224-in21k on the chest-xray-pneumonia dataset </h4>"
+                                  )
+modelPneumonia.close()
+modelPneumonia.launch(share=True)