Deep Learning, Materials Science, Metric Learning, Data Science, Editors Pick.
reduce the number of data we should prepare. Fortunately, there are several 1D-CNN models on GitHub, but there are no pre-trained models for spectra. As I tried these models, 1D-RegNet works the best. RegNet is the state-of-the-art CNN model resulted from Neural Architecture Search (NAS), created