深度学习及其在军事领域中的应用与研究综述
首发时间:2022-06-14
摘要:得益于近年来深度学习在商业场景中取得的突破性成就,以及国家"军民融合"战略的实施,深度学习已成为人工智能技术在军事领域中一个重要的研究与应用热点。以深度学习为主要研究内容,探讨了人工智能学科的发展历史。分析了深度学习与人工智能、机器学习的关系,探讨了深度学习在军事领域中的图像识别与目标检测、辅助决策与智能系统、数据挖掘与智能分析、故障诊断与健康检测等方向的研究内容与应用现状。分析了深度学习技术在未来军事领域的研究和应用中存在的挑战。
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Deep learning and its application and research in military
Abstract:Due to the great achievements in business and the implementation of "military and civilian integration" policy, deep learning has become an important research field of artificial intelligence in military field. The relationship between deep learning, artificial intelligence and machine learning is discussed. Taking deep learning as the main content, development of artificial intelligence has been analysed. Military applications of deep learning have been discussed, such as image recognition and target detection, auxiliary decision-making and intelligent system, data mining and intelligent analysis, fault diagnosis and health detection. Finally, future challenges of deep learning in military application have been analysed.
Keywords: artificial intelligence deep learning military applications intelligent system data mining
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