A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2022; you can also visit the original URL.
The file type is
Convolutional Neural Network (CNN) has become one of the most popular techniques in image classification. Usually CNN models are trained on a large amount of data, but in this paper, it is discussed CNN usage on data shortage and class imbalance issues. The study is conducted on a small dataset of vine leaves images on a classification task with five classes using two different approaches. In the first approach, a simple CNN model is used, while in the second approach, the Visual Geometry Groupdblp:conf/itat/BalawiZJH20 fatcat:mvnbporvlna4ril7ff7vf24ezy