Anhui Keye Intelligent Technology Co., Ltd
AI for Life
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International Market Demand 3c Product Inspection Equipment For USB
Inspection Principle
Today, with the rapid development of science and technology, automated production has gradually developed and matured in some fields. Automated assembly lines have greatly increased the production efficiency of products and reduced labor costs. However, the detection of USB plug surface defects still relies on manual detection due to the complex detection process and high difficulty in defect identification. The disadvantages of manual detection are strong subjectivity, high cost,
Visual fatigue is easy to affect the detection efficiency and accuracy, and the high intensity and difficulty of defect detection is easy to cause eye diseases. Therefore, it is necessary to study an efficient and objective detection method to meet the requirements of automation, high efficiency and high precision of USB surface defect detection.
| 1.Adopt advanced image visual inspection technology to realize all-round inspection of the USB interface in motion state, identify defective products and realize automatic rejection. 2.Detection range: accurately detect the shape, model, color, machine line identification, stains, missing corners, curled edge, and other defects on the USB interface. 3.Detection speed: 180-250 pieces per minute. 4.Product features: A high-precision color camera is used for pixel-level detection of wear and scratches on the USB interface. The detection system independently developed by our company can realize different detection functions according to different products and requirements. 5.The area threshold is above 0.5 mm² and can be adjusted. 6.The detection accuracy is greater than 99.5%, and the false rejection rate is less than 2% |
Equipment Overviews
The system uses 4 high-definition industrial cameras to take pictures of the front and back of the USB ports on the A and B channels of the production line and display them in real time. The system uses deep learning AI technology to automatically learn the characteristics of the surface defects of the USB port, so as to realize rapid judgment, Real-time detection, real-time elimination and other functions. The system has the characteristics of high detection accuracy, low missed detection and low false detection rate. The software comes with statistics and defect picture storage functions, real-time monitoring of the operation of the production line, and timely detection of production line problems.
Maching Process