Detection and Recognition of UAVs by Using Deep Learning Techniques
Journal
2025 33rd Telecommunications Forum (TELFOR)
Date Issued
2025-11-25
Author(s)
Rushiti, Veton
DOI
10.1109/telfor67910.2025.11314242
Abstract
The use of drones (UAVs) is multi-dimensional in positive aspects, but it is worrying that they are also used by malicious people in negative aspects. Drones can be misused for smuggling, illegal surveillance, or security violations. The development of an anti-drone system is very necessary in order to prevent the aforementioned problems. This paper discusses the construction of an intelligent system that will detect and recognize drones using data provided by optical technology (camera). Based on the obtained results, they show that the use of techniques for dataset preparation and model training is very promising.