Methods of collection, recognition and processing of images obtained using UAVs for detection of specified objects

UAV Object Detection Deep Learning Image Processing YOLO

Abstract

This dissertation presents novel methods for collecting, recognizing, and processing images obtained using unmanned aerial vehicles (UAVs) for detecting specified objects. The research introduces modified YOLO architectures optimized for aerial imagery and proposes a self-organized automated system for UAV control.

Citation

Oleksandr Melnychenko. "Methods of collection, recognition and processing of images obtained using UAVs for detection of specified objects". null, 2023.