The Unseen Threat
Poor hand hygiene is a critical issue, especially in India, leading to preventable infections and fatalities. The numbers speak for themselves.
Hand hygiene compliance among healthcare workers remains low, increasing infection risks significantly.
One in ten patients in India acquire infections during hospital stays, mostly due to poor hand hygiene.
Nearly 70% of healthcare staff do not follow handwashing protocols, contributing to infection spread.
Over 56,000 deaths in India each year are linked to resistant infections caused by hygiene failures.
Our Mission: Intelligent Hygiene for All
Enhance Adherence
Significantly improve compliance with hand hygiene standards across various sectors.
Automated Monitoring
Provide real-time, automated tracking of all handwashing activities.
Actionable Analytics
Generate insightful reports to identify trends and improve hygiene practices.
Reduce Infection Rates
Directly contribute to lower infection rates and enhance overall public safety.
Scalable & Cost-Effective
Offer an affordable and easily scalable solution suitable for diverse industries.
From Setup to Insight: Our Workflow
1.Initial Setup
Hardware and software deployment, including setting up the environment for YOLOv8.
2.Model Training
Our system is trained on a vast dataset to accurately recognize handwashing steps.
3.Real-time Monitoring
Using OpenCV, the system captures video and performs live detection of the washing process.
4.Data Logging
Detection results and video clips are stored securely in a local database for analysis.
5.User Interface
A friendly interface allows for easy monitoring of logs and system performance.
The 7 Steps of Handwashing (WHO Norms)
Rub hands palm to palm.
Rub back of each hand with the palm of the other hand.
Rub palms together with fingers interlaced.
Rub with back of fingers to opposing palms.
Rub each thumb clasped in opposite hand.
Rub tips of fingers in opposite palm in a circular motion.
Rinse hands and wrists thoroughly with clean water.
Serving Critical Sectors
Healthcare Facilities
To monitor and ensure staff compliance with hygiene protocols, reducing infection risks. [cite: 48]
Food Industry
To ensure all staff members follow critical handwashing practices for ultimate food safety.
Public & Educational Facilities
To promote and instill good hygiene habits among students and the public.
Massive Market Potential
India presents an enormous opportunity across multiple sectors.
🏥Total Hospitals
43,400 private + 25,700 public hospitals across India.
🍥Food Manufacturing
Food processing units requiring strict hygiene compliance.
🎓Educational Institutes
Schools and colleges promoting student health and hygiene.
Meet Our Team
Shanmuga Ramana N
ML Developer
Vivyn RR
Software Developer
Mukesh Raj K
CAD Designer & Electrical