With the continuous development of industrial automation, industrial machine vision inspection technology is becoming more and more mature, which can identify, locate, detect, measure and other functions of products on the manufacturing production line, making industrial production more efficient and accurate.
At the same time, machine vision inspection is also a technology based on image processing and pattern recognition, which can capture detailed images of products through high-definition industrial camera cameras, and process and analyze these images to achieve efficient control of product quality.
Leading edge with vision systems for efficient inspection
As machine vision inspection technology continues to evolve, machine vision inspection systems integrate a number of benefits, including:
High efficiency: can quickly detect a large number of products, greatly improving production efficiency;
High precision: its accuracy can reach the silk meter level, which improves the quality of the product;
Cost saving: it can replace manual detection, save labor costs, and reduce losses caused by human error;
Reliability: It can work continuously for a long time, and it is not easy to fatigue, which improves the reliability of production.
Compared with traditional machine vision inspection technology, industrial visual inspection technology based on deep learning has gradually become a hot spot in the industry. In the field of industrial automation, deep learning can be applied to various application scenarios, including surface defect detection, character recognition, visual sorting, etc., and can also help process more complex data and make more accurate judgments, bringing more possibilities for the development of industrial automation.
AI-empowered to facilitate high-precision and efficient detection
With the continuous mention and application of artificial intelligence technology, industrial visual inspection technology is developing in the direction of intelligence and efficiency. Deep learning technology can achieve self-learning and self-optimization by virtue of its strong extraction ability for complex feature patterns such as morphology and texture, and good detection ability for defects that are not obvious gray value, color and features, and greatly improve detection efficiency and detection accuracy.
Through the introduction of artificial intelligence technology, Deep Vision Technology innovates and develops AI visual inspection equipment, with years of deep cultivation and practice in machine vision, independently develops 2000+ AI industry models, and obtains 50+ patents and 200+ software works, helping 1000+ production lines in 100+ industries to realize the application and landing of machine vision products, improving production efficiency, reducing costs and improving product quality for manufacturing enterprises.
In addition, AI visual inspection equipment can also be adaptively adjusted according to different detection objects and environmental conditions to achieve more intelligent detection, and through the blessing of deep learning technology, non-R & D personnel can also quickly annotate, train and verify the effect of the project after certain training and practical operation, thereby reducing the threshold for the use of products.
At present, AI visual inspection equipment has been widely used in various fields, in the food and pharmaceutical industry, AI visual inspection equipment can be used to detect whether there are defects in the appearance of related products, whether there are errors in printed characters, etc., to ensure the quality and safety of food and pharmaceutical products; In the chip semiconductor industry, machine vision inspection systems can detect whether there are defects and product defects before and after packaging for chip products with the advantage of high-precision inspection, thereby improving product inspection efficiency.
In summary, industrial visual inspection technology will achieve higher efficiency and accuracy at a higher level, and at the same time inject more powerful impetus into the development of industrial automation in a more intelligent, automated and modern way. The AI visual inspection equipment of Deep Eye Technology can also greatly shorten the production cycle with fast and accurate detection and classification, injecting new vitality into China's manufacturing.
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