Tuning of data augmentation hyperparameters in deep learning to building construction image classification with small datasets
Author:
Publisher
Springer Science and Business Media LLC
Subject
Artificial Intelligence,Computer Vision and Pattern Recognition,Software
Link
https://link.springer.com/content/pdf/10.1007/s13042-022-01555-1.pdf
Reference54 articles.
1. Ali R, Cha Y-J (2019) Subsurface damage detection of a steel bridge using deep learning and uncooled micro-bolometer. Constr Build Mater 226:376–387
2. Barberousse H, Lombardo RJ, Tell G, Couté A (2006) Factors involved in the colonisation of building facades by algae and cyanobacteria in france. Biofouling 22(02):69–77
3. Bianchi E, Abbott AL, Tokekar P, Hebdon M (2021) Coco-bridge: Structural detail data set for bridge inspections. J Comput Civ Eng 35(3):04021003
4. Chollet F, Allaire JJ (2018) Deep learning with R. Manning Publications
5. Conceição J, Poça B, De Brito J, Flores-Colen I, Castelo A (2017) Inspection, diagnosis, and rehabilitation system for flat roofs. J Perform Constr Facil 31(6):04017100
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