embedding the demo video

inference-app/README.md

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 # Inference App
 This Gradio App gives a frontend to [EzPC](https://github.com/mpc-msri/EzPC) and enables you to make secure inference for images with a pretrained Model and get results in a UI based setup. <br/>
 
-
-![Inference App Demo Video](https://github.com/drunkenlegend/ezpc-warehouse/blob/main/Artifacts/inference-app_Lenet.gif)
+https://github.com/drunkenlegend/ezpc-warehouse/assets/50737587/ad53ab24-371e-40da-a24e-9737127596e8
 
 # System Requirements
 Following are the system requirements and steps to run the Inference-App for doing secure inferencing on X-ray images with a Chexpert Model.