Subset of images for model development using transfer-learning and texture-based features recognition of the conditions of construction materials with small datasets

Published: 23 November 2022| Version 1 | DOI: 10.17632/yrjxm6sy7y.1
Contributors:
Eyob Mengiste,
Karunakar Reddy Mannem,
Samuel A. Prieto,
Borja Garcia de Soto

Description

This is a portion of the dataset of the images collected by the S.M.A.R.T Construction Research Group at NYUAD from a construction site on campus. The dataset contains a subset of the data/images used for the manuscript titled 'Transfer-learning and texture-based features for detailed recognition of the conditions of construction materials with small datasets' by Eyob Mengiste, Karunakar Reddy Mannem, Samuel A. Prieto and Borja García de Soto. Those interested in the complete dataset for research purposes can contact the corresponding author (eyob.mengiste@nyu.edu) for more information. This partial database contains a total of 208 images for 7 construction material conditions broken down as follows: CMU wall - 24 images, Chiseled concrete - 49 images, Concrete - 18 images, Gypsum - 26 images Mesh - 25 images First coat plaster - 37 images Second coat plaster - 29 images

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