Land cover refers to the physical material on the surface of the Earth. Land cover maps are essential for urban planning, resource management, agriculture, change detection, and many other applications that rely on accurate surface information. Classifying land cover is a complex task that can be difficult to achieve through traditional methods. Deep learning models, however, excel at capturing these intricate patterns and can deliver highly accurate and reliable classification results.