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How a Real Estate Developer Tuned Construction Site Video Analytics and Raised the F1 Score from 0.5 to 0.95

29 July 2026
AI
Video analytics
Real Estate
Timofey Lyutomsky, Director of Digital Transformation at a real estate development company, explains how a ten-camera pilot exposed the gap between the vendor’s stated performance and actual results on a construction site. The F1 score was approximately 0.5 rather than 0.95. Model tuning and process changes helped the team reach the target level and scale video analytics across five projects.
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