Sample Videos
Key Highlights
- OptiSol implemented an AI-powered PPE detection solution to monitor real-time compliance with safety protocols at industrial and construction sites.
- The system identifies violations of PPE rules, including missing hard-hats, reflective vests, and safety goggles, ensuring worker safety.
- Leveraging AWS IoT, Amazon S3, NVIDIA TensorRT, NVIDIA Jetson, and DeepStream, the solution provides accurate and fast detection with minimal hardware requirements.
- Alerts are sent immediately when non-compliance is detected, enabling proactive corrective measures and reducing workplace hazards.
Problem Statement
01
Safety hazards: Workers not wearing PPE face higher injury risks, leading to increased compensation claims and liability issues.
02
Productivity loss: Accidents caused by PPE negligence result in downtime, affecting overall operational efficiency.
03
Regulatory risk: Failure to comply with OSHA regulations can lead to fines and penalties.
04
Reputation damage: Neglecting PPE safety is perceived as a lack of commitment to worker safety, impacting business credibility.
Solution Overview
01
Traditional safety measures such as manual monitoring, training, and signage were insufficient to prevent PPE violations.
02
OptiSol developed a deep learning-based computer vision model capable of detecting PPE compliance in real-time, including hard-hats, vests, and goggles.
03
The model is optimized for low-power, cost-efficient hardware using NVIDIA Jetson, TensorRT, and DeepStream for accelerated inference.
04
Alerts are automatically triggered for any detected PPE violations, enabling immediate corrective action and safer work environments.
05
Machine learning models, built on TensorFlow or YOLO frameworks, were trained with annotated data using transfer learning techniques to enhance accuracy.
About The Project
This success story demonstrates how OptiSol enhanced industrial safety by deploying an AI-powered PPE detection system. With rising safety risks, regulatory requirements, and the need for operational efficiency, traditional safety methods proved insufficient. OptiSol’s computer vision solution leverages advanced deep learning techniques and optimized hardware to monitor PPE compliance in real-time, automatically alerting supervisors to violations. This approach significantly improved on-site safety, ensured compliance, reduced operational costs, and strengthened the company’s reputation for safety.
Technology Stack:
FAQs:
How accurate is the detection?
The system uses transfer learning and optimized models to ensure high accuracy even in complex industrial environments.
Does it support real-time monitoring?
Yes, alerts are generated immediately upon detecting PPE violations to allow instant corrective action.
How does it help with compliance?
Automated monitoring ensures workers follow PPE regulations, reducing the risk of penalties and fines.
Can it improve productivity?
By preventing accidents and reducing downtime, workers can focus on their tasks, improving overall productivity.
How does it enhance the company reputation?
Demonstrating commitment to safety through advanced monitoring strengthens credibility and attracts potential clients.
Testimonials of Our Happy Clients
Ken Kisner
Global Head of Digital R&D
My experience has been incredibly positive. They were incredibly easy to work with, even with changing requirements.
They are incredibly competitive, but are only a fraction of the cost of US companies.
They are definitely the most professional of the foreign companies that we were looking into.
Nyswyn K.
Director of Software Development
Our journey with OptiSol has been nothing short of remarkable. For over 7 years, we have partnered with them on our digital transformation, and the results have been truly transformative.
Over the years, we have come to trust OptiSol Business Solutions as a reliable and strategic partner.
Al Bagiro
CTO, Auto Insurance Company
The AI engine was completed on time and trained to 90% accuracy. Their eagerness to learn new knowledge impressed us.
Their team is large to handle multiple projects at once, and likes to resolve challenges as well as learn new things. They also welcome regular communications, and of course, needless to say, develop everything in sprints.
Dan Talken
Founder, CEO, & CTO, My Equipment Library, LLC
OptiSol Business Solutions has shown youthful skill and dedication to the projects. Moreover, they have been quick to implement their solutions without sacrificing the quality of each platform.
We’re constantly impressed with their speed and quality of the development that they achieve on a consistent basis.
Dr. A.K Pradeep
CEO MachineVantage
Exceptional Collaboration and Expertise - A Top-Notch Partner for AI, ML, and Digital Applications.
I have had the privilege of working with an exceptional team of professionals from India on numerous AI, ML, and digital application projects. Their expertise in these domains is remarkable, and they consistently impressed us with their knowledge, resources, and innovative approach.
Rick Tigges
CFO, Bemodo
They are very responsive and able to shift focus quickly as we have needed it for business reasons.
OptiSol Business Solutions has been great at documenting the timeline of the project. They were very responsive and were able to shift focus quickly, as well. They discuss what they’re working on without any issues. So far, there’s no need to improve their service.