The invention discloses an
image detection method and device for cigarette product end face quality defects, and relates to the technical field of cigarette
production quality detection. The device comprises a detection drum wheel, an inner side detection
assembly, an outer side detection
assembly and an
image processing unit, the inner side detection
assembly and the outer side detection assembly are respectively fixed through mounting arms, a camera is aligned to the axial direction of a cigarette along the axis of a lens, and the surface of the lens is parallel to the end face of the cigarette. According to the detection method, through drum wheel synchronous pulse positioning, when a cigarette reaches a set phase, inner and outer side LED light supplement and camera photographing are triggered respectively, after an end face image is obtained, shape defects are recognized through contour comparison, and material defects are recognized through traditional material
feature recognition or CNN model reasoning. The problems that traditional cigarette end
face detection is narrow in coverage and low in precision are solved, comprehensive and high-precision detection of multiple types of defects of the two end faces of the cigarette is achieved, the method is suitable for cigarette making machines of different specifications, and the
quality control requirement of modern cigarette production is met.