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CONSTRUCTION MACHINE VISION
 
CUSTOM AI SOLUTIONS

 

How a Dynamic Machine Vision Solution Continuously Improves Construction Site Productivity and Safety

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Learn how Synaptiq’s dynamic machine vision solution for improving construction site productivity and safety delivered comprehensive business impact by prioritizing people and places.

Problem:

Synaptiq’s client, a large multinational construction company, wanted to improve efficiencies, reduce costs, and recognize the value of tapping into data within their organization. The client had high-resolution cameras on live construction sites that produced rich image and video data. They believed that leveraging these assets in new ways could improve cost and delivery efficiencies and feed into existing ERP systems.

How can AI in construction spark ideas for your business?

This solution can speed up or automate processes based on the awareness the machine vision provides; it can help with scheduling, finance streamlining, notification of upcoming events, and other automation, resulting in significant cost savings. Now is the time for AI in your industry.
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Solution:

Synaptiq used data from cameras (static images, video recordings, and live video feed) and built a machine vision model to monitor site productivity and audit site safety. The model was fed data on specific classes of construction objects and machinery. And then trained on the data, allowing the system to recognize, categorize, and count instances of those objects on the construction site.

Notably, we built flexibility into the model so the client could target specific objects of interest and have the ability to add new ones in the future. Our team provided documentation, training, and consulting on best practices for implementing and optimizing the model, which fed the data to a client-side dashboard. The client then used this dashboard to run reports, conduct analyses, and see patterns, helping them make critical business decisions.

 

In summary, Synaptiq:
  • Built a machine vision model to monitor construction site activity remotely
  • Provided documentation, training, and consulting
  • Built a client dashboard for faster reporting and analysis

Outcome:

Our client identified many immediate applications for this AI services solution. By unlocking the image and video data pixel-by-pixel, they receive automatic alerts when a lumber shipment comes in, track who is on-site, and receive notifications if a contractor is not wearing PPE.

Detailed logs for each object are available as outputs for integration into existing back-end systems; this solution facilitates real-time monitoring and alerts related to project management, scheduling, health and safety, security, and other purposes.

HUMANKIND OF IMPACT

400,000 US-based construction managers could improve efficiency, safety, and compliance.

 
 

0,000,000 need a construction human headline statement here.

HUMANKIND OF IMPACT

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