The invention provides a mixed
tower drum monitoring method and device based on combination of
laser vision and a YOLOV5 model,
electronic equipment, a storage medium and a program, and relates to the technical field of mixed
tower drum swing monitoring. S10, an original image is acquired, the original image is preprocessed, and a preprocessed ROI image is output; s20, inputting the preprocessed ROI image into a pre-trained YOLOv5 model, and outputting a cross
light spot dynamic parameter sequence; s30, outputting a synchronous six-dimensional
time sequence data matrix according to the cross
light spot dynamic parameter sequence; and S40, outputting a 28-dimensional normalized
feature vector according to the synchronized 6-dimensional
time sequence data matrix. Through the cooperation of the above structures, the device has the following beneficial effects: 1, through a non-contact measurement mode of
laser projection and
image acquisition, the damage of a traditional sensor to a
tower drum structure is avoided; and secondly, top
laser projection can be combined with an AI model to identify
millimeter-level displacement change, so that a traditional monitoring blind area is made up, and the
instability risk of the top structure is warned in advance.