An innovative variant based on generative adversarial network (GAN): Regression GAN combined with hyperspectral imaging to predict pesticide residue content of Hami melon
Haibo Tan, Benxue Ma, Ying Xu, Fumin Dang, Guowei Yu, Huitao Bian
Topics & Concepts
Hyperspectral imagingSupport vector machinePartial least squares regressionVNIRChemistryData setRegressionGenerative adversarial networkArtificial intelligencePattern recognition (psychology)Machine learningDeep learningStatisticsComputer scienceMathematicsSpectroscopy and Chemometric AnalysesSpectroscopy Techniques in Biomedical and Chemical ResearchSmart Agriculture and AI