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Published at November 15

Deep Learning for Micro-Scale Crack Detection on Imbalanced Datasets Using Key Point Localization

cs.CV

cs.AI

cs.LG

Released Date: November 15, 2024

Authors: Fatahlla Moreh¹, Yusuf Hasan², Bilal Zahid Hussain³, Mohammad Ammar², Sven Tomforde⁴

Aff.: ¹Department of Geo-science, Christian Albrechts University Kiel, Germany; ²Department of Computer Engineering, Aligarh Muslim University, Aligarh, India; ³Department of Electrical and Computer Engineering, Texas A&M University, College Station, USA; ⁴Institute of Computer Science, Christian Albrechts University Kiel, Germany

Arxiv: http://arxiv.org/abs/2411.10389v1

Crack Size	IoU	Purity	Integrity
>0	0.511231	0.654841	0.677959
>0.0010	0.534543	0.685747	0.703990
>0.0020	0.579990	0.747775	0.745342
>0.0030	0.608330	0.791077	0.755843
>0.0040	0.631770	0.829386	0.760361