Skip to content

Latest commit

 

History

History
59 lines (41 loc) · 1.95 KB

README.md

File metadata and controls

59 lines (41 loc) · 1.95 KB

Pregnancy Assistance Platform

Welcome to the Pregnancy Assistance Platform — a comprehensive solution designed to support pregnant women throughout their journey. This platform offers tailored diet plans based on health reports, provides accurate trimester-based guidance, and leverages machine learning to help women perform yoga with real-time posture analysis using OpenCV.

Table of Contents

Features

  1. Diet Recommendations:

    • Women can upload health reports, and the platform generates personalized diet plans based on these reports using a trained model.

  2. Trimester Guidance:

    • The platform offers trimester-specific information, including Do’s and Don’ts, to help women navigate each stage of pregnancy smoothly.

  3. Yoga Posture Analysis:

    • Leveraging machine learning and OpenCV, the platform allows pregnant women to practice yoga in front of a camera. The ML model analyzes and provides real-time feedback on their posture, ensuring they perform yoga poses correctly and safely.

Tech Stack

  • Frontend: Next.js
  • Backend: Node.js, Express.js
  • Database: MongoDB
  • Machine Learning: Python with OpenCV for yoga posture analysis
  • ML Libraries: Mediapipe, TensorFlow (if applicable)
  • Authentication: JSON Web Tokens (JWT)

Installation

Prerequisites

Make sure you have the following installed on your system:

Clone the Repository

frontend code

  • cd frontend
  • npm install
  • npm run dev

python models

  • cd models
  • install all the modules prompted in the terminal while running these python files using pip or pip3
  • python diet.py
  • python pose.py