Gamified AR/VR Workforce Training for Safer Industrial Operations
SAITAP (Smart AR/VR Industrial Training & Assistance Platform) is an immersive industrial training ecosystem that enables workers to learn machine operations through AI-powered recognition, AR step-by-step guidance, and VR-based simulation labs. The platform transforms traditional manual-based industrial training into a safe, interactive, and multilingual digital learning experience.
Industrial training today still relies heavily on:
- Static manuals and classroom sessions
- Limited hands-on practice opportunities
- Language barriers for workers
- High accident risks during early-stage machine exposure
This results in low skill retention, inconsistent training quality, and increased workplace hazards.
SAITAP introduces a smart AR/VR-enabled training pipeline:
- Machine Recognition: Workers capture a machine image; YOLO + TensorFlow identify the equipment automatically.
- Simulation Generation: The system loads the corresponding VR training module for safe practice.
- AR Operational Assistance: Real-time AR overlays provide step-by-step operational guidance and safety zones.
- Safety Intelligence: PPE reminders and hazard alerts appear dynamically during tasks.
- Training Analytics: Supervisors monitor progress, certification, and compliance through dashboards.
- AR Assistance: Step-by-step overlays and machine safety visualization
- VR Training Labs: Gamified simulations before real-world operations
- AI Machine Detection: Image-based machine recognition using YOLO + TensorFlow
- Multilingual Support: Regional language voice/text instructions
- Safety Alerts: PPE reminders and hazard detection pop-ups
- Offline Mode: Functional in low-connectivity environments
- Analytics Dashboard: Training performance and compliance tracking
- Collaborative VR Rooms: Multi-user training sessions with gamification badges
- Mobile Application: React Native (JavaScript)
- AR/VR Engine: Unity
- Machine Learning: TensorFlow, YOLO
- Backend: Node.js
- Database: MongoDB
This repository includes:
- AR Assistance Module: Real-time operational overlay system
- VR Training Engine: Interactive industrial simulation environments
- AI Recognition Pipeline: Machine detection and training-module mapping
- Analytics Dashboard: Worker progress tracking and reporting
- Event: SIH Internal Hackathon
- Theme: Smart Industrial Safety & Workforce Training
SAITAP aims to redefine industrial workforce development by combining Artificial Intelligence, Augmented Reality, and Virtual Reality, creating a future where every worker trains safely, learns faster, and performs confidently.