Philip, A.R. 2025. Fine-Tuning Depth Analysis: Identifying the Sweet Spot for Maximum Accuracy in CNNs . International Journal of Scientific Research in Computer Science and Engineering. 13, 3 (Jun. 2025), 48–63. DOI:https://doi.org/10.26438/ijsrcse.v13i3.703.