Machine vision is a branch of the rapid development of artificial intelligence. In simple terms, machine vision is to use machines instead of human eyes to make measurements and judgments. Machine vision is hailed as the "eye" of smart manufacturing, and it is the key to improving manufacturing productivity and intelligent automation. With the transformation and upgrading of manufacturing industries and the continuous advancement of smart manufacturing, the demand for machine vision product technology is growing.
In recent decades, the category of machine vision in China has been rapidly developing. The visual system has been widely used in the fields of agriculture, industry, and medicine because of its outstanding advantages such as non-touch, high speed, high precision, and strong on-site anti-interference ability. .
Machine vision mainly refers to computer image recognition, which uses algorithm software to identify digital images. A typical machine vision system includes most of the light source, lens, high-speed camera, picture capture card, and vision processor.
Prospective Industry Research Institute, “China's machine vision industry development prospects and investment analysis report†data show that in recent years, the global machine vision industry is developing rapidly, in 2015, the global machine vision system and component market size reached 4.2 billion US dollars, is expected to market size in 2018 Will exceed 5 billion U.S. dollars.
Machine vision technology is a combination of software and hardware. The main components include cameras, cameras, image sensors, visual processing and communications equipment. A complete system can capture images of arbitrary objects and analyze them based on different parameters of quality and safety. Visual technology can greatly improve the ability to obtain information in industrial automation. The information will no longer be a single dimension of simple data, but a wide-area, three-dimensional mass of data. At the same time, the dimensions of speed, size, and spectrum will greatly exceed the limits of the human eye.
In the process of intelligent manufacturing, machine vision mainly uses computers to simulate human visual functions, that is, to extract, process and understand the image information of objective things, and finally use it for actual detection, measurement and control. The application of machine vision in life is extensive. It plays an important role in the fields of transportation, hydrological observation, and early warning and identification of geological disasters.
Macroscopically, the segmentation industry with rapid development is face recognition and image recognition. These two branches are more concentrated in finance, security and transportation. In addition, China's machine vision system is also used for the first time in the semiconductor and electronic production areas, and more outstanding is in the SMT patch, AOI/AXI equipment and adaptor detection.
Industry 4.0 is inseparable from intelligent manufacturing, intelligent manufacturing can not be separated from machine vision. Machine vision is a necessary means to achieve industrial automation and intelligence, and is equivalent to the extension of human vision on the machine. Machine vision has the advantages of high automation, high efficiency, high accuracy, and poor adaptability to the environment. It will play an important role in the realization of industrial automation in China.
Although China’s machine vision started relatively late, it has developed rapidly and has become the world’s third largest machine vision shopping mall after the United States and Japan. As smart manufacturing becomes more intense, the demand for machine vision in the market will gradually increase. At present, the transformation of China's manufacturing industry will detonate the rapid development of the visual image industry. China's machine vision must also shoulder the responsibility of this historical mission to help China's industrial manufacturing transformation and upgrading, advancing, and later on!
Vision and image technology is an important core of Industry 4.0. Promoting mutual development is the inevitable result of technology, and it is also the choice of the times. In the 30 years of the development of the visual industry in China, the historical opportunity must not be missed. There is no need to sigh. When it does not happen, what we need is to act swiftly and flourish.
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