Regenerated rice has the characteristics of dual harvest, labor-saving and cost-saving, which is of great significance for solving the global food problem. Hyperspectral image technology is one of the main methods to obtain vegetation canopy data on a large scale, which has the advantages of image and spectral information set in one, comprehensive information response, no need for pre-processing, non-polluting and non-destructive, etc. It mainly establishes a hyperspectral diagnostic model for crop yield through remote sensing data, assists in crop yield prediction, and finally uses Convolutio...