2025. YOLO OPTIMIZATION FOR EDGE AI: A LIGHTWEIGHT APPROACH FOR DEEP SKY OBJECT DETECTION. Iraqi Journal of Information and Communication Technology. 8, 2 (Aug. 2025), 13–28. DOI:https://doi.org/10.31987/ijict.8.2.331.