Abstract
This research investigates the development and practical application of an innovative augmented reality (AR) system, empowered by computer vision, designed to enhance children's motivation to engage in physical activities through interactive gaming experiences. The system effectively captures and interprets a diverse range of physical movements, including lateral shifts, crouching, and jumping, seamlessly integrating these actions into the gaming environment. Our findings underscore the potential of this pioneering approach to bridge the gap between sedentary screen-based activities and active physical play, offering a harmonious fusion of electronic gaming and real-world sports. This integration not only serves as a catalyst for children to actively participate in physical exercises but also facilitates the acquisition of essential motor skills, contributing to their overall healthy development. Furthermore, the versatility of this approach extends beyond the realm of children, with potential applications in various contexts involving adults. This research not only propels the concept of gamified physical activity promotion but also holds the promise of reshaping the way individuals of diverse age groups engage with technology to lead healthier lifestyles.