The application discloses a kind of
crop kernel intelligent counting and
internal quality multidimensional measurement
system based on multistage drop difference dispersion and edge cloud cooperation,
system includes multi-channel intelligent transfer warehouse
machine electric feeding device, multistage ladder dynamics drop difference conveying device, inverted multispectral transmission imaging
perception module,
deep learning adaptive measurement module and automatic weighing
recovery module.Parameter hot load is realized by scanning code and
internet of things, adaptive anti-blocking feeding is realized by using
rudder rotating baffle and two-stage vibration feeding disc
coupling;Grain physical dispersion is realized by using multistage ladder gravity and collision tumbling;By inverted
linear array CMOS camera and multi-band transmission
light source, the characteristics of external contour and internal
transmittance are synchronously acquired when grain falls.Lightweight YOLOv11 network is deployed on edge to accurately detect dense small targets, and gray threshold is combined to realize full and empty grain classification and statistics.The application can realize high-
throughput, high-precision and automatic measurement of
grain number,
grain shape and quality parameters of multiple varieties of crops.