Update README

README.md

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-title: PoseDiffusion
+title: PoseDiffusion_MVP
 emoji: 🐠
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 colorTo: indigo
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 license: apache-2.0
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-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# An Out-Of-The-Box Version of PoseDiffusion
+[![Hugging Face Spaces](https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Spaces-blue)](https://huggingface.co/spaces/chongjie/PoseDiffusion_MVP)
+
+## Introduction
+Camera pose estimation is a critical task in computer vision, traditionally relying on classical methods such as keypoint matching, RANSAC, and bundle adjustment. [PoseDiffusion](https://posediffusion.github.io/) introduces a novel approach to this problem by formulating the Structure from Motion (SfM) problem within a probabilistic diffusion framework. 
+
+[![Demo Video](https://posediffusion.github.io/resources/qual_co3d.png)](https://posediffusion.github.io/resources/splash_sample2.mp4 "Demo Video")
+
+## Usage
+
+There are several ways you can use or interact with this project:
+
+* **Direct Use**: If you want to use the space directly without any modifications, simply click [here](https://huggingface.co/spaces/chongjie/PoseDiffusion_MVP). This will take you to the live application where you can interact with it as is.
+
+* **Duplicate the Space**: If you want to create a copy of this space for your own use or modifications, click [here](https://huggingface.co/spaces/chongjie/co-tracker?duplicate=true). This will create a duplicate of the space under your account, which you can then modify as per your needs.
+
+* **Run with Docker**: If you prefer to run the application locally using Docker, you can do so with the following command:
+
+    ```bash
+    docker run -it -p 7860:7860 --platform=linux/amd64 \
+    registry.hf.space/chongjie-posediffusion-mvp:latest python app.py
+    ```
+
+## Acknowledgments
+This repository is based on original [PoseDiffusion](https://posediffusion.github.io/)