CrackAirport features images containing unique elements such as aircraft, T-hangars, vegetation, airport markings and signs, as well as evidence of previous maintenance. The dataset was captured using a Sony ILCE-7RM4A camera mounted on a drone flying at an altitude of 100 feet AGL. The imagery was sourced from various local airports in Tennessee and includes common pavement distresses and environmental patterns typical of airport surfaces. The images were annotated and then cropped into 512x512 pixel segments for training.

Dataset Files

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[1] Zefeng Lyu, Christopher Starr, Andrew Yu, "CrackAirport: A dataset for segmentation for airport pavements in General Aviation", IEEE Dataport, 2024. [Online]. Available: http://dx.doi.org/10.21227/v49r-8092. Accessed: Dec. 26, 2024.
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doi = {10.21227/v49r-8092},
url = {http://dx.doi.org/10.21227/v49r-8092},
author = {Zefeng Lyu; Christopher Starr; Andrew Yu },
publisher = {IEEE Dataport},
title = {CrackAirport: A dataset for segmentation for airport pavements in General Aviation},
year = {2024} }
TY - DATA
T1 - CrackAirport: A dataset for segmentation for airport pavements in General Aviation
AU - Zefeng Lyu; Christopher Starr; Andrew Yu
PY - 2024
PB - IEEE Dataport
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Zefeng Lyu, Christopher Starr, Andrew Yu. (2024). CrackAirport: A dataset for segmentation for airport pavements in General Aviation. IEEE Dataport. http://dx.doi.org/10.21227/v49r-8092
Zefeng Lyu, Christopher Starr, Andrew Yu, 2024. CrackAirport: A dataset for segmentation for airport pavements in General Aviation. Available at: http://dx.doi.org/10.21227/v49r-8092.
Zefeng Lyu, Christopher Starr, Andrew Yu. (2024). "CrackAirport: A dataset for segmentation for airport pavements in General Aviation." Web.
1. Zefeng Lyu, Christopher Starr, Andrew Yu. CrackAirport: A dataset for segmentation for airport pavements in General Aviation [Internet]. IEEE Dataport; 2024. Available from : http://dx.doi.org/10.21227/v49r-8092
Zefeng Lyu, Christopher Starr, Andrew Yu. "CrackAirport: A dataset for segmentation for airport pavements in General Aviation." doi: 10.21227/v49r-8092