TRIST: Tree Recognition Intelligent System

L. Onac, Department of Computer Science, Faculty of Mathematics and Computer Science, Babeș-Bolyai University, Cluj-Napoca, Romania
2019 Studia Universitatis Babes-Bolyai: Series Informatica  
Plant recognition represents a challenging computer vision problem due to the great variations of shape and texture among plant organs, within the same species. This paper proposes a light-weight, but reasonably deep Convolutional Neural Network architecture able to carry out this classification task. Multiple experiments were conducted with the proposed network architecture on the MEW2012 and Swedish leaf datasets. The experiments showed promising results, outperforming the current
more » ... current state-of-the-art systems that rely exclusively on a convolutional network for plant classification.
doi:10.24193/subbi.2019.1.01 fatcat:bx5aow2gdvc6bduoxabqo5pj44