In recent years, with the advancement of artificial intelligence technology and the improvement of industry application requirements, machine vision technology has continued to upgrade. Since 2D vision technology is difficult to meet the ever-increasing precision requirements of the precision manufacturing industry, 3D vision technology, which can understand product information in a more comprehensive and multi-dimensional manner, is becoming more and more popular and setting off a wave.
According to GGII data, the scale of China's 3D vision market will reach 1.151 billion yuan in 2021, and it is expected that the scale of China's 3D vision market will exceed 5.7 billion yuan by 2025. From the perspective of the application industry of 3D vision, 3D vision has been implemented in many industries such as automobiles, semiconductors, new energy, logistics, and 3C electronics.
Integrate 3D vision + AI algorithm to open a new era of quality inspection
In manufacturing production, the continuous upgrading of artificial intelligence technology promotes the intelligent development of production lines of manufacturing enterprises. In order to solve the application limitations of traditional machine vision systems in new energy, logistics, 3C and other industries, many companies choose to use innovative machine vision application products that integrate 3D vision and AI technology to solve some difficulties in manufacturing companies that require higher process inspection links .
In the process of using innovative machine vision application products, 3D vision is equivalent to the eyes to obtain external information, while AI is equivalent to the brain, which can guide the eyes to recognize images more accurately, and integrate with artificial intelligence to give full play to the greatest advantages of 3D vision . The development of the 3D vision market requires the organic combination of 3D vision technology and AI technology.
For example, in the case of 3C industry PCB board inspection, combining AI technology to learn a large number of image samples can cover various types of defects, and can also build algorithm models as needed to quickly lock small defects. In addition, 360-degree product inspection can be realized by using 3D vision technology, and it can adapt to various machine track structures through intelligent grasping algorithms. Through AI+3D vision technology, it is possible to reduce R&D costs while ensuring the performance of vision application products, realize iterative product upgrades and feed back technology.
In addition, 3D vision technology can also fully reproduce the 3D scene, and output high-precision 3D measurement results in real time while accurately measuring the length, width, height, curved surface, and radian of the product.
The rise of innovative technology, machine vision companies meet the challenge
The entire 3D vision industry market is still in the early stage of development, and domestic and foreign machine vision companies are at the same starting line in terms of hardware products and software algorithms. It is worth mentioning that among the many 3D devices, the sales of 3D cameras/3D capture devices have the fastest growth rate. In 2021, the domestic machine vision market will be about 16 billion, of which 3D cameras account for nearly 5%, and it is expected that by 2025, the proportion will reach nearly 10%.
At present, there are still many scenarios in the manufacturing industry that require the application of 3D vision and AI technology, but the technical standards required by different industries and scenarios are different, which is also a challenge for machine vision companies. As a big manufacturing country, China has a wealth of industrial application scenarios, and the different technical requirements of various industries have also produced many scenarios that require customized services, which comprehensively helps machine vision companies improve their project delivery capabilities.
As one of the national high-tech enterprises, Shenmoo Technology deeply integrates machine vision and 3D vision for the two typical machine vision application scenarios of intelligent quality inspection and intelligent logistics, with a one-stop AI vision solution and customized meet the needs of globalization, and overcome the difficulties brought about by the multi-variety and small-batch production mode in manufacturing scenarios.
For now, the application of 3D vision in the field of industrial manufacturing has a low market penetration rate, and the entire market is still dominated by traditional 2D vision. 3D vision is comparable to 2D vision in terms of technology maturity and market application range There is a gap in vision, and it takes a long time to settle down to realize the transition from 2D to 3D.
On the broad and wide track of 3D vision, for Shenmo Technology, which focuses on the field of machine vision, both 2D vision and 3D vision technology play a very important role in the field of industrial automation quality control and online inspection.
In recent years, through the continuous accumulation and precipitation of visual technology, Deep Eye Technology has polished its core competitiveness in product performance and technology, focusing on the research of 2D and 3D visual technology, and combining the two to create a more efficient software overall solution program and has been widely recognized. In the future, with the continuous advancement of industrial automation and intelligence, 3D vision technology will blossom in more fields!