Rapid development in machine vision skills helps advance the needs and skills of today's machine vision integrators.
1. 3D Imaging for the machine vision
Easier access to machine vision components that capture 3D information of the horizon. These devices vary widely in imaging methods and completion skills.
Integrators can use these devices for a variety of applications, including high-precision surface analysis, 3D part and feature measurement, and inspection using 3D image data instead of 2D grayscale information.
There is also the latest robot vision guidance, in which random products and even mixed, randomly stacked products can be picked out and grasped by the gripper.
2. A relatively new skill for the machine vision--Hyperspectral and Multispectral Imaging
These cameras collect multiple (sometimes hundreds) pictures of a single scene, each with different narrow-bandwidth spectral information.
In the hands of the machine vision system integrators who understand this technology, data dispersion, spectral analysis, and even the application of chemical components can be completed online. Many industries such as food, pharmaceutical and recycling can benefit from this detection capability.
3. Industrial applications of the machine vision require high-speed imaging and processing
Line scanning is a common technique for achieving higher imaging rates at high resolution, but the integration of these components can be more complex than for general area imaging applications. Likewise, high-speed imaging and processing are missions that require skilled integration.
4. Deep learning for the machine vision is becoming more and more popular
Although machine vision is not entirely new, machine learning and its latest completion, deep learning, are the latest buzzwords in the industry. This technology shows great potential in many application areas, although it requires a skilled integrator to confirm the feasibility and implementation parameters of deep learning for a specific mission.
It can be said that machine vision integration has now developed, just like the entire machine vision industry. On the basis of expanding applications, providing top-level processing solutions, machine vision integration has a broad prospect.
The savvy end-user needs to accept that the machine vision market has been, and will continue to be, a combination of skills and talents. No matter what the situation, system integrators will be the industry gatekeepers of the machine vision, and they will continue to improve themselves.
Founded in 2009, Canrill Optics(Shenzhen Canrill Technologies Co., Ltd) is the first company in China to focus on the design, manufacture and marketing of telecentric lenses. It is also the only company in China that has its own machinery factory and optical factory to build a complete supply chain for the entire industry of lenses. Our goal is to produce top-of-the-line lenses and become one of the leaders in telecentric technology. If you have any need, please feel free to consult us.