The invention discloses a bulk component counting method and
system based on visual morphological feature correction and dynamic weighing fusion, and belongs to the technical field of measurement and detection. The method comprises the steps of
image acquisition and preprocessing,
model matching and scene judgment, counting
mode selection, vision-weight dynamic correction counting,
small sample vision anchoring increment counting and
anomaly detection and result output. In the stacking state, surface samples are screened from the images, the average projection area is calculated, and fusion counting is executed after standard pieces are dynamically corrected based on the projection
area ratio. When no standard piece weight data exists, the reference number is obtained through visual counting, the weight of a piece is calculated in combination with a weighing value, and then the total number is calculated according to the incremental weight. The
system comprises a material loading mechanism, double light sources, an industrial camera, a weight sensor, a
processing unit, a
database and a display unit. According to the invention, the problem of counting error accumulation caused by batch difference is solved, and the counting accuracy and intelligent degree of bulk components are improved.