Danish Syazani Mohd Zakir, Zatul Alwani Shaffiei, Masitah Ghazali & Briane Paul V Samson (2026). Comparative analysis of VGG-16, ResNet50, and EfficientNet-B1 with optimization techniques for crop disease detection. Journal of Advanced Research Design, 143(1), 55–64.