notesum.ai

Published at November 26

Crack Detection in Infrastructure Using Transfer Learning, Spatial Attention, and Genetic Algorithm Optimization

cs.CV

Released Date: November 26, 2024

Authors: Feng Ding¹

Aff.: ¹Unknown Institution

Arxiv: http://arxiv.org/abs/2411.17140v1

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Candidate Model	Size	No. Parameters	Precision	Recall	F1-score
CNN	98.44 MB	25.8M	0.926	0.906	0.916
ResNet50 (TL)	90.75 MB	23.78M	0.9667	0.9797	0.973
Att-ResNet50	90 MB	23.59M	0.914	0.96	0.937
Att-ResNet50-GA	91.69 MB	24.03M	0.9967	1	0.9983