Detection of Personal Protective Equipment

Business Impact

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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.

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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.

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

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

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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.

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

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Technology Stack

Solution Overview

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

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

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

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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)

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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.

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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

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50+

AI & ML
Engineers

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40+

AI & ML
Projects for
reputed Clients

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5 yrs

in AI & ML
Engineering

Awarded as Winner among 1000 contestants at TechSHack Hackathon

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