PoseDiffusion_MVP / README.md
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metadata
title: PoseDiffusion_MVP
emoji: 🐠
colorFrom: blue
colorTo: indigo
sdk: gradio
sdk_version: 3.38.0
app_file: app.py
pinned: false
license: apache-2.0

An Out-Of-The-Box Version of PoseDiffusion

Hugging Face Spaces

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 introduces a novel approach to this problem by formulating the Structure from Motion (SfM) problem within a probabilistic diffusion framework.

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. 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. 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:

    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