Determination of watermelon soluble solids content based on visible/near infrared spectroscopy with convolutional neural network
Guantian Wang, Xiaogang Jiang, Xiong Li, Yande Liu, Yu Rao, Yù Zhang, Manyu Xin
Topics & Concepts
Partial least squares regressionConvolutional neural networkFeature selectionArtificial intelligenceMean squared errorComputer scienceBackpropagationPattern recognition (psychology)Content (measure theory)Feature (linguistics)Artificial neural networkNear-infrared spectroscopyBiological systemRegressionSelection (genetic algorithm)MathematicsMachine learningStatisticsPhysicsOpticsBiologyPhilosophyMathematical analysisLinguisticsSpectroscopy and Chemometric AnalysesWater Quality Monitoring and AnalysisSpectroscopy Techniques in Biomedical and Chemical Research