The invention discloses a microbial
colony counting and morphology intelligent
analysis method and
system, and relates to the technical field of
image processing and microbial detection.The method comprises the steps that a multi-
modal imaging module collects images of a culture plate in a transmission light and annular lateral light
dual mode and fuses the images to generate a multi-
modal image; the
bacterial colony instance segmentation module performs pixel-level instance segmentation on the fused image by adopting a multi-scale
feature fusion network in combination with a channel-space double attention mechanism, and outputs boundary masks of all bacterial colonies; the morphological
feature extraction module calculates geometric, texture and optical parameters to construct morphological feature vectors; the strain
primary screening module outputs a candidate strain
list and confidence through weighted
Euclidean distance matching, the problems that manual
counting efficiency is low, adhesion bacterial colonies are missed in weighing, and culture medium background interference exists are solved, and the counting accuracy rate reaches 98% or above.