Firmness is one of the most important quality measures strawberries, and related to other aspects fruit, such as flavour, ripeness internal characteristics. The popular method for measuring firmness puncturing with a penetrometer, which destructive time-consuming. In present study, we make an attempt predict strawberries in fast, non-destructive non-contact way using hyperspectral imaging (HSI)...