The invention relates to the field of agricultural detection, discloses a lossless seed maturity detection
system, and solves the problems that the existing seed maturity detection technology depends on a single optical mode, so that the detection precision and robustness are insufficient, the misjudgment rate is high, and accurate planting decision support cannot be quickly provided on site. The
system comprises a fusion sensing module which comprises a
resonance acoustic microscopic unit and a
chlorophyll dynamic
fluorescence unit and is used for collecting an internal structure acoustic
signal and a
chlorophyll fluorescence dynamic
signal of a seed and constructing multi-dimensional seed characteristic data; the intelligent edge calculation module is integrated with a processor of a preset lightweight
artificial intelligence model, and is used for performing
feature extraction and data fusion on the acoustic
signal and the
fluorescence dynamics signal, and reasoning and outputting a seed maturity
score; and the interaction module is used for receiving agronomic parameters input by a user, so that the processor generates planting decision suggestions based on the maturity
score and the agronomic parameters, and displays the maturity
score and the planting decision suggestions.