Enhancing model robustness through different optimization methods and 1-D CNN to eliminate the variations in size and detection position for apple SSC determination
Yingjie Zheng, Yuchen Cao, Jie Yang, Lijuan Xie
Topics & Concepts
Robustness (evolution)PreprocessorConvolutional neural networkHyperspectral imagingArtificial intelligenceNear-infrared spectroscopyComputer scienceBiological systemAbsorbancePattern recognition (psychology)MathematicsChemistryOpticsPhysicsBiochemistryBiologyGeneSpectroscopy and Chemometric AnalysesWater Quality Monitoring and AnalysisAdvanced Chemical Sensor Technologies