The growth and development of the fetal head and brain during pregnancy are crucial for the child’s long-term health and well-being. However, fetal ultrasound images are prone to variations due to patient-specific factors and image issues such as signal dropouts, artifacts, and missing boundaries. Hence, there is a need for automatic methods to ensure accurate and consistent measurements of fetal head and brain growth

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Hyperparameter tuning performed using KerasTuner

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