Appearance defect detection has become one of the main application functions of machine vision inspection system. The demand for machine vision inspection equipment of intelligent automation production enterprises is increasing day by day. The visual inspection equipment can perfectly cooperate with automatic equipment to realize high-efficiency production and high-quality mass production demand.
Some use artificial intelligence technology, which is also self-learning for user-defined defect categories, which can accurately classify according to the extremely subtle differences in defect categories, and achieve reliable classification of different detected defects. The advanced defect classification function of ifd300 greatly strengthens the whole process quality monitoring, product grading and process improvement.
We can establish an intelligent defect database, use computer technology to control machine vision inspection equipment, accurately identify these defects, including defect image and defect location and other defect features of comprehensive defect database, we can improve the defect detection and classification.
The detection results can be prompted by external alarm lights or other external alarm devices, and users can view them through tables, graphics, etc. Machine intelligence software can automatically analyze and count this part of data, and generate relevant trend curves and charts.
The classic case of Hongbao Automation Co., Ltd
Mobile phone hard glass plate detection: detection of glass plate edge collapse, scratch, black spots, light transmission, tooth edge, crush, etc
Character defect detection: detect the missing, broken, foreign matter and uneven color of the characters, logo and logo printed on the product.
Detection of mobile phone shell appearance defects: detection of mobile phone BP surface, external side (including side and fillet) crush, scratch, color, impurities, bright spot, convex hull, corrosion point, sand crush, etc.
Logo surface defect detection: notebook, tablet computer and mobile phone can detect the scratch, scratch, pockmark, white spot, material line, convex hull, grinding mark, orange peel, etc.
Thanks to the development of mechanical intelligence and automation, it is machine vision inspection technology that makes robots have a pair of "intelligent" eyes. In the future, the application of machine vision detection system technology will be more and more extensive.