Thermal imaging possesses remarkable capabilities, ranging from search and rescue operations to wildlife recovery and locating misplaced pets or livestock. Notably, it also finds applications in the agricultural sector, particularly in regions like Missouri, where the primary focus is on corn and soybean farming. Thermal imaging offers valuable insights to crop farmers by enabling the early detection of potential crop diseases. Identifying issues at an early stage allows farmers to mitigate potential yield losses, ensuring the sustainability of their agricultural operations.