Land cover refers to the physical surface features of the Earth. Land cover maps are valuable tools for urban planning, resource management, agriculture, change detection, and many other applications that rely on surface information. Classifying land cover is a complex task that is difficult to achieve through traditional methods. However, deep learning models excel at understanding these complexities, delivering more accurate and reliable results.