Visual localization is a technique that uses sensors such as imaging or machine vision technology to calculate the relative position of the object to be measured in space. It can convert the positional relationship between the machine and the moving object into a number, so that the data can be used for operational control. Visual positioning is usually used for precise picking operations of robots and robotic arms and other equipment, and can also be used in many industrial applications such as building blocks, LEDs, panels, etc., which converts the relative position relationship between machines and objects into data for controlling mechanical equipment such as robots.
Test content: The product assembly orientation is fixed.
Solution. As the "eye" of the automated production line, machine vision uses high-resolution cameras to collect real-time image information, combined with sophisticated optical systems and high-speed image processing algorithms, to accurately identify the position, shape and orientation of products and their accessories. This non-contact inspection method provides a solid basis for accurate assembly of products. In complex assembly scenarios, the traditional regular positioning method is difficult to meet the requirements of increasingly refined and high-speed production products. At this time, the application of deep learning technology gives the machine vision system more powerful intelligent decision-making ability. Through the learning and optimization of a large number of training samples, the deep learning model can automatically extract and understand the complex features of the object, so as to accurately locate the product and its components, and adapt to various possible assembly variations.
Intelligence, automation, digitalization and informatization are the major trends in the development of the manufacturing industry in the future, and Sichuan Envision is committed to the intelligent transformation and digital upgrading of manufacturing factories and enterprises. We firmly believe that through continuous efforts and innovation, we can achieve win-win cooperation with customers. If you have any needs related to visual inspection, please contact us.