Detection of Personal Protective Equipment

Business Impact

null

Whether in construction, healthcare, or the chemical industry, Personal Protective Equipment (PPE) is one of the prevention measures to safeguard personnel from their hazardous and dangerous work environment.

null

The use of PPE detection systems in the job sites provides improved user safety, avoiding incidents, and better detection and recording of safety violations, and risks of work injuries.

null

According to OSHA report, Occupational Safety and Health Administration (OSHA) penalties can cost anywhere from $13,653 to $136,532 for safety violations

null

Manual checking of PPE requires dedicated human involvement which not only implies a cost but also opens the door to human error.

null

The intent of this project is to build an accurate Computer Vision Intelligence model that can detect PPE violations (Hard-hat, reflective Vests, and Goggles) at construction sites and other industries to improve workplace safety and compliance with regulations.

null

This deep learning-based computer Vision solution detects and sends alerts when personnel working in sites are non-compliance and ensures on-site safety.

Our Videos

Technology Stack

Solution Overview

null

Workplace injuries are a big source of avoidable personal loss and financial loss

null

Safety protocols like PPE requirements are routinely violated and traditional measures like safety training, manual monitoring, and safety bill-boards aren't very effective

null

Machine Learning models on TensorFlow or Yolo can be trained using annotated data using 'Transfer Learning'.

null

These models can be optimized using Hardware accelerators like Intel OpenViNo or Nvidia TensorRT to be able to run in low cost, low power SBCs (Single Board Computers)

null

These models can be hosted in the Cloud (AWS, Azure, or Google) to run on video stream from IP cameras to scale easily across any number of regular CCTV cameras.

Our Award-Winning Team

A seasoned AI & ML team of young, dynamic and curious minds recognized with global awards for making significant impact on making human lives better

Awarded Bronze Trophy at CII National competition on Digitization, Robotics & Automation (DRA) – Industry 4.0

null

50+

AI & ML
Engineers

null

40+

AI & ML
Projects for
reputed Clients

null

5 yrs

in AI & ML
Engineering

Awarded as Winner among 1000 contestants at TechSHack Hackathon

Related Success Stories

Related Insights

Connect With Us!