@article{analysisofhyperparameteroptimizationeffe, title = {Analysis of Hyperparameter Optimization Effects on Lightweight Deep Models for Real-Time Image Classification}, author = {Vineet Kumar Rakesh and Soumya Mazumdar and Tapas Samanta and Hemendra Kumar Pandey and Amitabha Das}, year = {2025}, eprint = {2507.23315}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.23315}, }