Comparison of augmentation and pre-processing for deep learning and chemometric classification of infrared spectra

Abstract Infrared spectroscopy hampered by physical distortions from scattering and instrumental effects. Therefore, it is generally accepted that spectra should be pre-processed before further data analysis. Deep learning community offers augmentation techniques as an alternative approach to deal w... View More