Deep learning algorithm for tree defect characterization

• المؤلف الرئيسي: Grandhi, Dhanush Chandra Krishna Sai
• مؤلفون آخرون: Abdulkadir C. Yucel
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2023
• الموضوعات: Engineering::Electrical and electronic engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/167679
• المؤسسة: Nanyang Technological University

This study explores the potential of using Deep Learning (DL) to develop a non-invasive method for assessing the health of trees, with a focus on characterizing defects in tree trunks and estimating their size using Ground Penetrating Radar (GPR) images. The aim is to reduce the number of treefall i...