Maintenance on flat roofs is a complex activity. Equipment improperly positioned on flat roofs
hinders the correct drainage of water and makes maintenance services more difficult. This …

Moisture stains indicate ongoing degradation processes and may reveal areas of the roof
slab where water infiltration occurs, compromising the performance and durability of the …

The paper describes usage of deep neural networks for flat roof defect segmentation on
aerial images. Such architectures as U-Net, DeepLabV3+ and HRNet+ OCR are studied for …

The purpose of this paper is to explore the use of fully convolutional neural networks (FCN)
to perform a semantic segmentation of deflectometric recordings for quality control of …

Экспертиза технического состояния объектов капитального строительства является
ключевой задачей управляющих компаний, организаций, обеспечивающих …

Purpose This paper aims to use convolutional neural networks (CNNs) to provide an
objective approach to classify deteriorated building assets according to the type and extent …

The paper describes usage of modern deep neural network architectures such as ResNet,
DenseNet and Xception for the classification of facial expressions on color and grayscale …

Качество управления жизненным циклом плоских рулонных кровель зависит от
эффективности технологии оценки их физического износа, на величину которого …

A exploração de massas minerais e pedreiras pode, por vezes, causar instabilidade no
terreno próximo, aumentando o risco para a segurança pública. Para mitigar esses riscos, a …

The widespread use of mathematical methods is the most important area of improving
economic analysis, increasing the effectiveness of the analysis of the organizational …