Infrared (IR) image small target detection and identification is a massive challenge with vast
applications in essential places such as military industries and airports. Homoplastically, the …

Flying-object detection has become an increasingly attractive avenue for research,
particularly with the rising prevalence of unmanned aerial vehicle (UAV). Utilizing deep …

The integration of drones into shared airspace for beyond visual line of sight (BVLOS)
operations presents significant challenges but holds transformative potential for sectors like …

With the widespread application of Uncrewed Aerial Vehicles (UAVs) in various real-world
surveillance scenarios, the quality analysis of UAV-based monitoring systems has become …

The creation of intelligent traffic systems is essential in the age of smart cities and
developing technologies in order to guarantee effective and secure transportation networks …

Sažetak Diplomski rad se bavi istraživanjem razvoja, optimizacije i implementacije dubokih
neuronskih mreža na FPGA platformama. Glavni problem koji se istražuje je kako učinkovito …

Unmanned Aerial Vehicles (UAVs) with Convolutional Neural Network (CNN)-based
artificial intelligence technologies have recently received high attention for various …

Recently, computer vision studies have gained popularity due to their applicability in various
fields. One notable development in this area is the You Only Look Once version 5 (YOLOv5) …