In recent years, the rapid advancement of immersive technologies has revolutionized the way humans interact with virtual environments. A fundamental aspect enhancing this interaction is real-time hand and object recognition, crucial for fostering natural and intuitive information exchange. The development of virtual and augmented realities has expanded the scope of virtual interaction beyond traditional human–computer interfaces, enabling users to interact with digital content in unique ways.