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Object Detection on UAV-UGV Alignment dataset

95mAPYOLO-ANN pipeline
90.2592.6259597.375Dec 10, 2025

Evaluation results

MethodLinks
YOLO-ANN pipelineHardware=RTX 3060 + Intel Core i7-12700K + 32 GB RAM, Model Size=YOLOv5 ~7.2M Parameters (~14MB), Computational Footprint=Lightweight single-class YOLOv5 + small ANN (~17 MB)2025.1295