Technology is the road to future success for manufacturers. With new technologies like machine vision being implemented on a daily basis, the future is here. Machine vision can do more than help with automation. It can also use “deep learning” to enhance its abilities.
What Is Machine Vision?
Machine vision is the technology and methods used to provide imaging-based automatic inspection and analysis for such applications as automatic inspection, process control, and robot guidance. Images and data are captured, defects are discovered, and corrections to products can be made.
What Is Deep Learning?
With deep learning, machine vision systems learn from the data it processes. It takes the information that has been pre-tagged by manufacturers and then uses specially designed neural networks that are software based to define the parameters needed to do specific jobs. Basically, images are scanned, processed, and deemed either bad or good. The more the system sees, the more it learns to decipher the good from the bad on its own.
Blending Two Powerful Systems
While basic machine vision systems may be just fine for many factories, there are many that can benefit from combining machine vision with deep learning. Deep learning is a good choice where things out of the norm, like surface damage, need to be detected. The combination of the two can be phenomenal by decreasing waste and increasing revenue.
Technology Of the Future
Deep learning is new to machine vision and has the possibility of bringing a whole new revolution to the field of machine vision and factory automation. The areas that can be enhanced by deep learning is only now being completely explored. Contact Integro Technologies today and let us show you how machine vision and deep learning can launch your company into the future.
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