Deep Learning-Based Object Detection for Unmanned Aerial Systems (UASs)-Based Inspections of Construction Stormwater Practices

Deep Learning-Based Object Detection for Unmanned Aerial Systems (UASs)-Based Inspections of Construction Stormwater Practices

Construction activities typically create large amounts of ground disturbance, which can lead to increased rates of soil erosion. Construction stormwater practices are used on active jobsites to protect downstream waterbodies from offsite sediment transport. Federal and state regulations require rout...

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Bibliographic Details
Main Authors: Billur Kazaz, Subhadipto Poddar, Saeed Arabi, Michael A. Perez, Anuj Sharma, J. Blake Whitman
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Sensors
Subjects:
construction stormwater management
inspections
unmanned aerial systems
photogrammetry
deep learning-based object detection
Online Access:https://www.mdpi.com/1424-8220/21/8/2834

Internet

https://www.mdpi.com/1424-8220/21/8/2834

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