ENHANCING PERSON DETECTION IN UAV COLOR IMAGES: EMPIRICAL STUDY AND NOVEL TECHNIQUES FOR IMPROVED PERFORMANCE

This research article presents an in-depth empirical study and optimization approach for enhancing person detection in UAV (Unmanned Aerial Vehicle) color images.The study focuses on fine-tuning the state-of-the-art object detection algorithms, mainly Faster R-CNN, to maximize its performance for detecting individuals in UAV imagery.Key aspects suc