Pesticide detection combining the Wasserstein generative adversarial network and the residual neural network based on terahertz spectroscopy
Ruizhao Yang, Yun Li, Binyi Qin, Di Zhao, Yongjin Gan, Jincun Zheng
Abstract
-nearest neighbor, naïve Bayes model and ensemble learning. In summary, our proposed method demonstrates the potential application of deep learning in pesticide residue detection, expanding the application of THz spectroscopy.
Topics & Concepts
Artificial intelligenceResidualComputer scienceDeep learningMachine learningArtificial neural networkTerahertz radiationPattern recognition (psychology)SpectroscopyAlgorithmMaterials sciencePhysicsOptoelectronicsQuantum mechanicsTerahertz technology and applicationsInsect and Pesticide ResearchPlant and animal studies