“A new breakthrough has been made in the field of fine detection of remote sensing image targets. Experts have proposed a detection method based on dual classification heads, which effectively solves the problems of insufficient utilization of similar data, interference from incorrect labels, and difficulty in distinguishing similar categories, significantly improving detection accuracy and robustness.”