An Image-based Obstacle Detection Approach for Drones Using Deep Learning
This research proposes an obstacle detection approach for drones based on deep learning that was applied in complex, low-visibility scenarios using the YOLOv11s model and ByteTrack tracking algorithm and proposes a newly curated multi-source dataset of images containing multiple objects namely drones, birds, trees, and...