The invention provides a
bivalve shell opening and closing behavior identification method. A to-be-recognized image is acquired, the to-be-recognized image is input into a trained
bivalve shell detector, and whether at least one target
bivalve shell exists in the to-be-recognized image or not is detected according to the bivalve shell
detector. And if not, returning to execute acquisition of the to-be-identified image, and if yes, acquiring a target
bivalve mollusk set. And inputting a to-be-recognized image into the trained open
bivalve mollusk instance divider, detecting the to-be-recognized image according to the open
bivalve mollusk instance divider, and obtaining an initial open bivalve mollusk set. And carrying out matching
processing on the target bivalve mollusk set and the initial open bivalve mollusk set, and obtaining a shell opening and closing behavior identification result of the to-be-identified image. Therefore, on the basis of the bivalve detection result, the bivalve shell opening and closing
behavior recognition is realized in combination with the open bivalve shell instance segmentation result, and the accuracy of bivalve shell opening and closing
behavior recognition is improved.