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Updated: Jul 1, 2026

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机器学习的数据增强技术应用于农业食品应用中的光学光谱数据集:全面审查

Ander Gracia Moisés1,2, Ignacio Vitoria Pascual1,2,3, José Javier Imas González1,3

  • 1Department of Electrical, Electronic and Communications Engineering, Public University of Navarra, Campus Arrosadía, 31006 Pamplona, NA, Spain.

Sensors (Basel, Switzerland)
|October 28, 2023
PubMed
概括

数据增强技术通过扩大有限的光学光谱数据集来增强农业食品行业的机器学习模型. 这些方法,包括生成对抗网络,解决不平衡的数据挑战,以提高性能.

关键词:
农业食品行业 农业食品行业 农业食品行业人工智能的人工智能是人工智能.数据增强 (DA) 是指数据的增强.生成性的对抗性网络 (GANs)光学光谱学是指光学光谱学.

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