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Vasyl Melkin

Central Scientific Research Institute of Armament and Military Equipment of the Armed Forces of Ukraine

Povitroflotsky ave., 28

Kyiv, 03049

Ukraine

SCHOLARLY PAPERS

2

DOWNLOADS

300

TOTAL CITATIONS

1

Scholarly Papers (2)

1.

Improving The Model Of Object Detection On Aerial Photographs And Video In Unmanned Aerial Systems

Eastern-European Journal of Enterprise Technologies, 1 (9 (115)), 24–34 2022, doi: https://doi.org/10.15587/1729-4061.2022.252876
Number of pages: 11 Posted: 29 Apr 2022
Central Scientific Research Institute of Armament and Military Equipment of the Armed Forces of Ukraine, Central Scientific Research Institute of Armament and Military Equipment of the Armed Forces of Ukraine, National University of Civil Defence of Ukraine, Central Scientific Research Institute of Armament and Military Equipment of the Armed Forces of Ukraine, Central Scientific Research Institute of Armament and Military Equipment of the Armed Forces of Ukraine, Mykolayiv National Agrarian University, Mykolayiv National Agrarian University, Mykolayiv National Agrarian University, National Technical University "Kharkiv Polytechnic Institute" and National Technical University "Kharkiv Polytechnic Institute"
Downloads 161 (472,207)

Abstract:

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Neural network, object detection, VisDrone 2021, Microsoft COCO, YOLOv5x, unmanned aerial system

2.

Improving a Neural Network Model for Semantic Segmentation of Images of Monitored Objects in Aerial Photographs

Eastern-European Journal of Enterprise Technologies, 6 (2 (114)), 86–95. doi: https://doi.org/10.15587/1729-4061.2021.248390
Number of pages: 10 Posted: 10 Mar 2022
Central Scientific Research Institute of Armament and Military Equipment of the Armed Forces of Ukraine, Central Scientific Research Institute of Armament and Military Equipment of the Armed Forces of Ukraine, National University of Civil Defence of Ukraine, Central Scientific Research Institute of Armament and Military Equipment of the Armed Forces of Ukraine, Mykolayiv National Agrarian University, Kharkiv National Automobile and Highway University, National University of Pharmacy, O. M. Beketov National University of Urban Economy in Kharkiv, National Technical University "Kharkiv Polytechnic Institute" and National Technical University "Kharkiv Polytechnic Institute"
Downloads 139 (530,816)
Citation 1

Abstract:

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Semantic segmentation of images, convolutional neural network, aerial photograph, unmanned aerial vehicle