A general framework for qualitative analysis of Raman spectroscopy based on deep learning

Mingxin Yu,Lianyu Li,Rui You, Xinsong Ma, Chengjie Zheng,Lianqing Zhu,Tao Zhang

Microchemical Journal（2024）

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摘要

•A General Deep Learning Framework for Qualitative Analysis of Raman Spectra.•Various parts of the framework are introduced to facilitate the use of researchers.•Simple human–computer interaction program for Raman spectroscopy analysis.•Grad-cam is used to visualize the one-dimensional model.

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关键词

Raman spectroscopy,Qualitative analysis,Deep learning framework

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