AI Tool with Active Learning for Detection of Rural Roadside Safety Features

Hong Yi,Chris Bizon,David Borland,Matthew Watson,Matthew Satusky,Robert Rittmuller, Randa Radwan,Raghavan Srinivasan,Ashok Krishnamurthy

2021 IEEE International Conference on Big Data (Big Data)（2021）

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摘要

Roadway safety, especially in rural areas, is one of the most critical components in transportation planning. In collaboration with North Carolina Department of Transportation (NCDOT), UNC Highway Safety Research Center (HSRC), and DOT Volpe National Transportation Systems Center, UNC Renaissance Computing Institute (RENCI) developed a roadside feature detection solution leveraging multiple convol...

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Training,Visualization,Annotations,Computational modeling,Pipelines,Transfer learning,Transportation

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