Catalog Record
Report from S&T Project Number 20105: Improving UAS-derived photogrammetric data analysis accuracy and confidence for high-resolution data sets using artificial intelligence and machine learning
Summary of automated concrete crack mapping results from deep learning. This report describes the proof-of-concept procedure for automated crack identification developed through a collaboration between Reclamation’s Technical Service Center’s (TSC) Concrete and Structural Laboratory (CSL) and one of Reclamation’s experts on machine and deep learning located in the California Great Basin (CGB) Region. The procedure utilized UAS data that had already been processed for manual crack mapping to build a deep learning model for automatic crack detection from data collected by UAS.
Generation Effort
S&T Project 20105: Improving UAS-Derived Photogrammetric Data Analysis Accuracy and Confidence for High-Resolution Data Sets Using Artificial Intelligence and Machine Learning
Themes
Infrastructure and Assets
Reclamation Project
Reclamation Program
Science and Technology Program
Location Information
Location Name
Reclamation Technical Service Center (TSC)
Location Description
The Bureau of Reclamation’s Technical Service Center (TSC) provides innovative solutions to water and power resource issues. The TSC consists of approximately 565 scientists, engineers, and other professional and office staff, and operates a world-class materials and hydraulic engineering laboratory. TSC's mission is to be Reclamation’s preferred provider of science and engineering services, and to be the preferred employer of engineers and scientists in the U.S. TSC values are founded on personal and professional integrity. The TSC is located at the Denver Federal Center, 6th and Kipling, Building 67, Denver, Colorado 80225-0007.
Location Parent
State(s)
Colorado
Unified Region(s)
Upper Colorado Basin
Timezone
MT
Elevation
5,619 ft
Vertical Datum
NAVD88
Coordinates (lat, long)
See
Location Details
Horizontal Datum
WGS84
