Ship identification in satellite images poses significant challenges within the domain of remote sensing. Its importance extends to critical areas such as security, encompassing concerns military attacks, accidents, illegal transportation goods, fishing, territorial violations, and ship hijackings. Additionally, effective traffic management smuggling prevention heavily rely on accurate identifi...