Abstract: Key position of intelligent agricultural machinery detection technology in process of agricultural modernization was deeply analyzed, while current status, challenges, and future development trends were comprehensively discussed．Through a detailed analysis of advanced technical characteristics of intelligent agricultural machinery, difficulties in current detection work were clarified, and practical solutions were proposed to provide strong theoretical support and reference for promoting sustainable and healthy development of intelligent agricultural machinery detection industry．