AI algorithm - the core driving force of machine vision system
Machine vision is an important branch technology in the field of artificial intelligence, and its key lies in implanting "human eyes and brain" into machines.
AI algorithms provide the internal core driving force for machine vision inspection system. Regardless of the application in any scenario, machine vision needs to think, judge, and execute actions like humans. AI algorithms provide underlying data logic support for machine vision, including difficulties in target object judgment execution, complex and variable environments, feature learning and recognition, real-time performance and computing resources, and model generalization ability. With continuous increase in research and development investment and upgrading of algorithm systems, these difficulties have been gradually overcome.
Continuously Expanding Application Scenarios from Traditional to Innovation
With the support of AI algorithms, the hidden properties of machine vision are released, and the application scenarios continue to expand. From the underlying logic, technology to application, AI algorithms greatly empower the intelligent application of machine vision inspection system in images, quickly establish classification models with small samples, reduce data collection and calculation costs, and improve image recognition accuracy.
At first, KeyeTech mainly applied machine vision in the field of plastic packaging defect detection. Currently, a deep collaboration among multiple industries has been formed, integrating the entire industry chain of light, machinery, electricity, computing, and software.
Through project practice in packaging containers, electronics, new energy, medicine, textiles, food and other fields, we aim to continuously expand the application scenarios of "Keye AI Machine Vision" and transform AI into true productivity.
From plastic packaging visual inspection, to visual empowerment of new energy, and to the creation of a "three in one inspection solution" for glass wine bottles, all are the fusion of "Keye machine vision". In the future, KeyeTech will also achieve comprehensive breakthroughs in AI machine vision application scenarios.