update readme for submission

README.md

@@ -13,12 +13,15 @@ tags:
     - mcp-server-track
     - viton
     - OOTDiffusion
+    - FLUX
 ---
 
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
 # Virtual Try-On
 
-Virtual try-on application powered by [OOTDiffusion](https://github.com/levihsu/OOTDiffusion) that allows users to virtually try on garments using AI. This project includes both a Gradio web interface and Model Context Protocol (MCP) server capabilities for seamless integration with other AI assistants
+Virtual try-on application powered by [OOTDiffusion](https://github.com/levihsu/OOTDiffusion) that allows user to virtually try on user provided garment image or ai generated garment image. [FLUX.1-dev](https://huggingface.co/black-forest-labs/FLUX.1-dev) from [Nebius](https://nebius.com) AI Studio is used to generate the garment. The gradion app connect to FastAPI backend server which is deployed on [Modal](https://modal.com) for running the inference pipeline on Nvidia A100 for faster inference. This application includes both a Gradio web interface and Model Context Protocol (MCP) server capabilities for seamless integration with AI assistants. 
+
+Checkout the demo [HERE](https://www.canva.com/design/DAGpvZeOO_k/06xV3mhkFeAzMpxevByF7Q/watch?utm_content=DAGpvZeOO_k&utm_campaign=designshare&utm_medium=link2&utm_source=uniquelinks&utlId=hdcf212b231)
 
 Developed by [Haizad](https://huggingface.co/haizad) & [Hazel](https://huggingface.co/hazxxel)