Our objective is to develop an advanced system tailored for durian farms, facilitating efficient identification and quantification of fallen durians during harvest seasons. The current trend of diminishing labor availability demands necessity for innovative solutions. Our project envisions to create a smart durian monitoring system capable of accurately estimating durian yields per unit area. Integrating Internet of Things (IoT) functionality, this system will offer real-time data monitoring and analysis. Moreover, we aim to design a user-friendly visual dashboard for intuitive access to real-time insights, enhancing decision-making for farmers and optimizing resource utilization.