Image-based machine learning models for customized soil moisture management
Fig 6
Comparison of model complexity, MAE, and generalization gap.
Bubble size denotes generalization gap and labels indicate R². DenseNet121 achieved the best trade-off between accuracy and efficiency, while NASNetMobile showed poor generalization despite low complexity.