Chen-Xi Zou

MDF-YOLO: a context-modulated deformable feature network for accurate small-object detection in UAV images

Experiments show that MDF-YOLO provides a favorable balance between detection accuracy and model complexity and exhibits potential for practical UAV-based object detection applications, and category-wise evaluation further demonstrates consistent AP@50 improvements across all 10 object categories.