Computer Vision on Construction Site
Industry : Construction
INGRAD is a company specializing in the construction of residential neighborhoods of comfort and business class in the Moscow region, as well as the construction of suburban real estate.
Task
Create a safety monitoring system for construction workers using computer vision. Manual control required significant resources and did not guarantee full coverage or timely response to violations.
AI implementation process
Infrastructure preparation
Technical specification and camera procurement/installation coordination
Data collection
Regular video collection from construction sites capturing all employee activity
Data labeling
Manual classification of objects (workers, helmets, tools) on video frames
Model development
YOLO-based object detection model, fine-tuned on labeled construction site data
Client results during the AI implementation process
Revenue growth with AI
Revenue growth without AI
according to McKinsey & Company
70% reduction in injury risks
Improved overall production safety
Convenient monitoring system with automatic alerts for violations
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