Practicability investigation of using near-infrared hyperspectral imaging to detect rice kernels infected with rice false smut in different conditions

•Detecting rice kernels with different varieties, different infection conditions and different infection status;•Combining microscopic molecular detection technology with macroscopic spectral imaging technology;•Investigating the practicality and generalization of the detection model;•Boosting large-scale seeds detection in modern seed industry.