𧬠HumaNova β AI-Powered Human Health Assistant
π¦ Overview
HumaNova is a futuristic AI health assistant designed to:
- π§ Simulate human-like conversations
- π Predict diseases using machine learning models
- π£οΈ Interact via voice input/output
- π©ββοΈ Show an expressive animated avatar face
From detecting early symptoms to offering basic health tips β HumaNova blends AI, ML, and natural conversation to make healthcare feel personal and interactive.
β¨ Key Features
- π§ AI Symptom Analysis β Trained ML models for Diabetes, Heart Disease, Cancer, and more
- π£οΈ Voice Interaction β Google STT & TTS APIs for smooth talking experience
- π©ββοΈ Animated Avatar β Lip sync, blinking, nodding, emotional responses
- π¬ Smart Replies β Powered by ChatGPT or Gemini APIs
- π Basic Health Suggestions β Quick tips & guidance
- π± Lightweight Frontend β HTML, CSS, JS
βοΈ Tech Stack
Layer |
Tools / Technologies |
Frontend |
HTML, CSS, JavaScript |
Backend |
Python (Flask) |
ML Models |
scikit-learn, pandas, TensorFlow |
APIs |
Google Cloud Speech API, ChatGPT, Gemini |
Animations |
CSS + JavaScript (WebGL optional) |
ποΈ Project Structure
HumaNova/
βββ backend/
β βββ app.py # Flask server
β βββ models/ # Trained ML models (.pkl)
β βββ utils.py # Helper functions
β βββ requirements.txt # Python dependencies
βββ frontend/
β βββ index.html # Main interface
β βββ style.css # Styling
β βββ script.js # Logic + animations
β βββ assets/ # Avatar images, audio, etc.
βββ README.md
πΈ Screenshots
π Main Interface

π€ AI Avatar in Action

π Prediction Output

π£οΈ Voice Interaction

π§ͺ Machine Learning Models
- Diabetes Prediction
- Heart Disease Prediction
- Cancer Prediction
- Models trained on public & custom datasets
π AI Assistant Flow
- ποΈ User clicks βTalkβ
- π§ Voice β Google STT β Text sent to Flask
- π€ Flask β ChatGPT/Gemini β Response generated
- π£οΈ Avatar speaks (TTS) + animations triggered
π Future Enhancements
- π Real-time lip sync with generated audio
- ποΈ Emotion detection from voice tone
- π§ Full-body animated 3D avatar
- π©Ί Health history tracking
- π± Smartwatch integration
π§Ύ License
Licensed under the MIT License β free to use and modify with attribution.
π Author
Made with β€οΈ by Aniket Sundriyal
π§ π« Built to care. Designed to feel. Powered by code.