The study is dedicated to the investigation and analysis of real-time navigation technologies for UAVs utilizing image scanning and object recognition. This research employs the DJI Inspire 2 drone alongside MapBotix software. integrating adapted algorithms such as Faster R-CNN and MaskRCNN. During the flight of the DJI Inspire 2 drone over the Banska Bystrica region. https://www.missouriquiltcoes.shop/product-category/apparel-fabric-by-the-yard/