The invention discloses a mechanical arm
tail end dual-light fusion detection
data management system and method, and belongs to the technical field of industrial automatic detection. A visible light camera and an
infrared camera are integrated at the
tail end of a mechanical arm, discrete monitoring points are set according to the motion path of the mechanical arm, and the mechanical arm is based on
pose data output by a
motion controller; when moving to a preset monitoring point, synchronously triggering dual-light
image acquisition, and carrying out space-
time alignment on the acquired data; performing semantic segmentation
processing on the visible light image, screening out a cable image from the visible light image to construct a cable identification model, obtaining boundary coordinates of a cable, performing
feature matching with an
infrared image, mapping a cable region to the
infrared image, extracting a corresponding temperature
data matrix, and calculating a
maximum temperature difference value of the surface of the cable; judging an abnormal region in combination with a preset
temperature gradient threshold value; and according to the
anomaly detection result, the mechanical arm is triggered to dynamically adjust the detection path, the abnormal point is focused for reinspection, and anomaly early warning prompt is carried out according to the reinspection result.