Toptal automates valve identification in industrial 3D scans.
An industrial company partnered with Toptal to automate the manual analysis of 3D scans for valve identification, enhancing efficiency and accuracy.
Client
A U.S.-based engineering and inspection services firm supporting industrial sites with field surveys and analysis.
Employees
Industry
IndustrialsDelivered Services
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An industrial leader struggled with manually analyzing 3D scans to identify valves, a process that was time consuming and error-prone.
Solution
3D Scan Automation
Toptal address this issue by slicing and navigating through 3D scans using automation. A CV model identified valve locations, reconstructing slices and geolocating valve positions.
Trigonometry-based Analysis
Toptal automated the valve identification process using a trained CV model that programmatically loaded and sliced data into north, south, east, and west faces.
Outcome
Increased Efficiency
Automation dramatically reduced the task completion time from hours or days to minutes, providing the company with an increase in speed while eliminating the need for manual intervention.
Improved Accuracy
Toptal’s precise solution ensured high accuracy in valve identification, ensuring a drastic reduction in errors as well as boosting productivity and scalability.
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