With the continuous advancement of artificial intelligence and the rapid development of industrial production, machine vision has further penetrated into the field of intelligent manufacturing. The integration of machine vision not only helps the manufacturing industry to check product quality and quality stability to a greater extent, but also reduces production costs while improving product competitiveness, and further broadens the application scenarios of machine vision.
At present, machine vision applications are favored by more and more manufacturing companies, and have gradually become one of the indispensable equipment on the production line. On this basis, Shenmou Technology has developed automatic testing equipment based on industrial AI vision innovation, and successfully realized the application in food and medicine, home appliance manufacturing, 3C electronics, metal processing and other industries, and with an automated, intelligent and flexible production mode, Adapt to various complex situations of the production line, and greatly help manufacturing companies improve production quality and efficiency.
With the help of machine vision, all aspects of the production line are automated
As an indispensable role in the production line of manufacturing enterprises, machine vision inspection equipment endows machine vision with the ability to perceive, and at the same time, with its advantages of automation, objectivity, and non-contact, it reduces the risk of failure due to factors such as manual fatigue, operating experience, and subjective awareness. cause detection errors.
Equipped with high-precision lenses, machine vision equipment can completely replace traditional manual inspection with higher inspection accuracy and more accurate and reliable inspection results, and complete inspection tasks with high efficiency and high quality.
Not only that, machine vision can realize 100% online detection of parts on the production line, while meeting the requirements of inter-process detection in automated production, it makes automated production have a certain degree of intelligence and flexibility.
Machine vision technology is also compatible with advanced manufacturing technology and modern manufacturing production mode, and is widely used in the fields of working status inspection, finished product inspection and quality control, and accelerates the penetration of its innovative vision application products in industrial manufacturing production lines.
Machine vision extends to multiple fields, multiple industries, and multiple levels
In the early days of machine vision development, it was mainly concentrated overseas. Domestic research and development and application of machine vision technology were relatively late. The first batch of technology introduced in the 1980s did not usher in rapid growth until the past decade.
With the transfer of the global manufacturing center to China, the technical participation of machine vision in the industrial field has further increased. In automated production factories, machine vision technology is often used in image inspection, product quality inspection, product sorting and assembly and other links.
At present, the domestic machine vision market is showing a rapid development trend. In addition to the innate application advantage of being able to completely replace manual inspection, it is also related to strong market demand and factors such as technology, capital, and policies.
From the perspective of market factors , the intelligent transformation and upgrading of production lines in the manufacturing industry has led to a rapid increase in the demand for machine vision;
From the perspective of technical factors , the emergence of deep learning technology enables machine vision systems to better complete image processing and other operational tasks;
From the perspective of capital factors , the huge market potential and commercial operation mode of machine vision have attracted the attention and capital investment of a lot of capital;
From the perspective of policy factors , countries have passed policy bills to expand their strategic layout, providing strong policy guarantees for the development of artificial intelligence technologies including machine vision and deep learning.
In the future, with the continuous deepening of concepts such as "Industry 4.0" and "Made in China 2025", as well as the development drive of industrial automation and continuous breakthroughs in related technologies, it is believed that machine vision will break through the limitations of single technology applications and gradually expand to multi-field, multi- Industry, multi-level extension.