Dr. Nithyanandh S 2025. Object Detection & Analysis with Deep CNN and Yolov8 in Soft Computing Frameworks. International Journal of Soft Computing and Engineering (IJSCE). 14, 6 (Jan. 2025), 19–27. DOI:https://doi.org/10.35940/ijsce.E3653.14060125.