Results (2)
Search Parameters:
Keyword: Tree detectionOpen AccessArticle
10 Pages, 21,845 KB 
Development and Analysis of Models for Detection of Olive Trees
Abstract:
In this paper, an automatic method for detection of olive trees in RGB images acquired by an unmanned aerial vehicle (UAV) is developed. Presented approach is based on the implementation of RetinaNet model and DeepForest Phyton package. Due to fact that original (pretrained) model used in DeepForest package has been built on images of various…
Read More(This article belongs to the SP14 (Special Issue on Computing, Engineering and Multidisciplinary Sciences 2022-23) & Section Agronomy (AGN))
Open AccessArticle
7 Pages, 1,635 KB
Detection and Counting of Fruit Trees from RGB UAV Images by Convolutional Neural Networks Approach
Abstract:
The use of Unmanned Aerial Vehicle (UAV) can contribute to find solutions and add value to several agricultural problems, favoring thus productivity, better quality control processes and flexible farm management. In addition, the strategies that allow the acquisition and analysis of data from agricultural environments can help optimize current practices such as crop counting. The…
Read More(This article belongs to the SP10 (Special Issue on Multidisciplinary Sciences and Engineering 2020-21) & Section Artificial Intelligence in Computer Science (CAI))