In traditional industrial production and creation, due to the limitations of science and technology, manual inspection is still the primary choice to check the appearance defects of products. This method, due to the limitations of manual inspection and outdated technology, not only checks the speed and effectiveness of the products, but also easily makes mistakes during the inspection process, resulting in imprecise inspection.
In today's society, with the emergence and development of computer technology, artificial intelligence, and other scientific technologies, as well as the profound consideration, there has emerged the appearance defect inspection technology based on machine vision technology. The emergence of this technology has greatly improved the effectiveness of production operations. Fortunately, due to the influence of work environment, subjective inference, and other factors on the accuracy of inspection, improvisation can better and more accurately conduct appearance defect inspection, and quickly identify the appearance defects of products.
The inspection of appearance defects in products belongs to a type of machine vision technology, which insists on using computer vision to imitate the effectiveness of human vision, collecting and processing images from specific objects, calculating, and ultimately conducting reality inspections, control, and use.
The inspection of appearance defects of products is an important aspect of visual inspection of machines, and the correct level of inspection directly affects the ultimate quality of the product. Given that the application of manual inspection methods can no longer meet the requirements of production and improvised process creation, and the use of visual inspection with machines and tools effectively overcomes this, the widespread use of appearance defect inspection systems has promoted the development of high-quality production and creative industry intelligence in enterprise factories.