%0 Journal Article %A %D 2021 %J Journal of Forests %@ 2409-3807 %V 8 %N 1 %P 61-70 %T Classification and Recognition of Urban Tree Defects in a Small Dataset using Convolutional Neural Network, Resnet-50 Architecture, and Data Augmentation %M 10.18488/journal.101.2021.81.61.70 %U http://www.pakinsight.com/archive/101/06-2021/1