This deep learning model is designed to detect palm trees in high-resolution drone or aerial imagery. It enables applications such as generating palm tree inventories, monitoring tree health and distribution, and supporting palm oil yield estimation. The use of high-resolution aerial and drone imagery provides the spatial detail and temporal frequency needed for accurate and scalable palm tree detection.