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Deep Learning Enables Machine Vision, Samson Opens New Chapter of Industrial AI Artificial Intelligence Inspection

Date:2020-01-09 Source:Samsun Technology
Information technology such as big data, cloud computing, the Internet of Things and artificial intelligence, which was launched with the Internet, is being deeply integrated with the traditional manufacturing industry, and the resulting concept of "smart manufacturing" is bringing far-reaching changes to the global manufacturing industry.
 
Deep Learning Enables Machine Vision, Samson Opens New Chapter of Industrial AI Artificial Intelligence Inspection_samsuncn.com
Industrial inspection with machine vision is one of the key directions of intelligent manufacturing, and industrial inspection is an essential process in modern manufacturing. In the past, factories mainly inspected products by means of human eye recognition to detect defects. This approach was not only inefficient but also inaccurate. The introduction of machine vision allows product inspection accuracy and efficiency to be improved hundreds or thousands of times, however, building such a proven automated machine vision system requires a lot of cost and time for custom development and validation; at the same time, if the system is not universal, it makes it difficult to be used universally on different production lines. As a result, many traditional manufacturing companies have taken a wait-and-see attitude towards the application of machine vision systems. 
 
In response to this strong market demand, Samson is making every effort to build an industrial vision inspection platform based on AI technology that integrates data acquisition, model training and algorithm deployment. In addition to workpiece calibration, image positioning and alignment, Samson also aims to reduce production costs by deploying optimised deep learning training and prediction models to improve the ease of use and versatility of the equipment. 
 
Deep Learning Enables Machine Vision, Samson Opens New Chapter of Industrial AI Artificial Intelligence Inspection_samsuncn.com
软件检测界面 
Deep Learning Enables Machine Vision, Samson Opens New Chapter of Industrial AI Artificial Intelligence Inspection_samsuncn.com
Deep Learning Enables Machine Vision, Samson Opens New Chapter of Industrial AI Artificial Intelligence Inspection_samsuncn.com

 Learning Training Interface 

Deep learning is a field of machine learning that enables computers to learn themselves online through architecture. The deep learning process learns new things independently, and by comparing the sample image with all other image data features to discriminate, it is possible to derive the properties of a certain class; deep learning techniques learn certain features of defects independently, precisely defining the corresponding problematic defects. Thus, different types of defects can be accurately detected. This learning process now takes only a few hours. The time required to learn samples is minimised and the recognition accuracy is far higher than for defects set manually by programming. 

Deep Learning Enables Machine Vision, Samson Opens New Chapter of Industrial AI Artificial Intelligence Inspection_samsuncn.com
Deep Learning Enables Machine Vision, Samson Opens New Chapter of Industrial AI Artificial Intelligence Inspection_samsuncn.com
 

Samson not only has cutting-edge light application detection technology, but also has a strong solution team, which can provide corresponding algorithms and hardware solutions according to different projects in different fields of customers, so as to more flexibly and practically solve the fundamental needs of customers. Samson Technology starts from quality inspection, fully grasps the core needs of customers in the field of industrial visual appearance defect detection, starts from the pain points of the industry to develop products that can best solve the pain points of the industry, and continuously empowers the industrial field with advanced light application detection technology. At present, it is not only applied in 3C mobile phone industry, new energy lithium battery industry, automotive industry, semiconductor industry and other fields, but also successfully developed the related business in medical and glass industry with the strong attack ability of its sales team. 

Deep Learning Enables Machine Vision, Samson Opens New Chapter of Industrial AI Artificial Intelligence Inspection_samsuncn.com

Based on deep learning technology, Samson's intelligent inspection equipment brings value to user companies in terms of cost reduction, fine inspection, real-time monitoring and yield improvement, which can solve customers' problems such as difficulty in recruiting workers and difficulty in training skilled ones, helping companies to reduce costs and increase efficiency; assisting companies to improve product quality and manufacturing processes, and helping industries to upgrade intelligently.


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