AI solution to defect detection 发布时间:2022-10-26

The Changning-based DeepBlue Technology developed a defect detection device greatly improves quality inspection efficiency, ensures product quality and improves productivity.

The detection platform is customized for a high-end medical equipment key spare parts dealer.

Defect detection is a very important link in the production process of traditional manufacturing, especially in the processing of high-end medical device parts. 

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For example, the quality problems of tungsten molybdenum thin films on CT machines will directly affect the stability of medical devices, and thus affect the health of patients.

At present, for the defect detection of medical device parts, the mainstream method still relies on manual visual identification. However, the manual method has many problems, such as high labor intensity, high repetition of work, high false detection rate, and the product quality is greatly affected by human factors. 

If the product defect detection cannot be completed stably, continuously, accurately and efficiently, the factory will not be able to stably provide reliable and qualified products to the users.

In response to the above requirements, DeepBlue Technology has adopted a combination of software and hardware, such as traditional machine vision combined with self-developed deep learning algorithm and AI software platform, to carry out the overall idea of product defect detection.

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The image acquisition adopts the innovative solution of combination deployment of multiple industrial vision schemes, realizing the function of detecting and recognizing multiple defect patterns at the same time.

In the detection algorithm, the self-developed model algorithm ensures the accuracy of classification and target location detection.

Founded in 2014, DeepBlue Technology is a fast-growing industrial leader in Artificial Intelligence. As a platform-based world-class AI Maker, DeepBlue’s technology has been widely deployed in the fields of smart cars, smart environments, and smart cities. 

Based on the concept of “Serving Humanity through AI,” the company is committed to basic research and application development of fundamental AI technologies. 

Relying on core technologies such as computer vision, bio-intelligence, and cognitive intelligence with independent intellectual property rights, it has won championships in many top computer science and artificial intelligence fields in the world.



Edited by Shanghai Daily