Live 3D Reconstruction Demos

Table of Contents

• Description
• Installation
• Running the Project
• Demo

Description

This project integrates:

1. MediaPipe’s Posture Detection to capture human skeletal keypoints.
2. Biomechanical Analysis to evaluate posture in real-time, providing feedback on user alignment and joint angles.

Potential use cases include: 1. Physical therapy and fitness application 2. Ergonomic assessments

Installation

1. Clone the repository:

git https://github.com/nirajkark07/posture_detection.git

2. Create Conda Enviornment:

Create and activate conda enviornment.

conda create --name posture-env python=3.9
conda activate posture-env

Install Dependencies

pip install mediapipe opencv-python numpy
pip install torch torchvision

3. Running the project:

In the main repository folder run:

python App.py

Demo

pose_2024-07-31.mp4

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