In the stages of data collection, transmission and processing, due to factors such as insufficient storage of industrial cameras, unstable performance of image capture cards or unsupported software programs, incomplete image collection and unstable data transmission lead to frame loss.
The data transmission process is affected by transmission bandwidth limitations or network congestion, resulting in noise spots or blurring in the image data, and the inability to detect and feedback information in real time, which affects the stability and transmission efficiency of data transmission.
Poor compatibility of equipment such as industrial cameras or image capture cards will result in the inability to fully exert performance, and the performance of algorithm software will also decrease or make errors, affecting the normal operation of the machine vision system.
high-precision vision system
Industrial computers are suitable for building high-precision vision systems because of their excellent processing capabilities and stability. Such systems can be used for precise measurement and positioning, such as part identification and positioning on production lines, and lesion location in medical image processing.
Robot vision
Industrial computers can provide high-quality image processing and recognition functions, giving robots more advanced visual capabilities. This helps improve the robot's autonomy and safety.
Industrial inspection
Industrial computers can be used for industrial inspection applications, such as product quality inspection, surface defect inspection, etc. By combining industrial computers with image processing algorithms, the accuracy and speed of detection can be improved.
Video surveillance
Industrial computers can be used in video surveillance systems to provide high-quality image processing and storage functions. This helps improve the reliability and security of the monitoring system.
Data analysis and artificial intelligence applications
The powerful computing power and data processing capabilities of industrial computers make them suitable for data analysis and artificial intelligence applications of machine vision. By combining industrial computers with machine learning algorithms, more advanced visual analysis and decision-making can be achieved.
High speed,the moving speed can reach 1000 meters/minute, and the product appearance can be comprehensively inspected with an accuracy of up to 0.1 mm. It can also measure part specifications at rates up to thousands per minute.
The quality of industrial computers is safe and stable. Industrial control computer technology is solid and stable. Machine vision can work 24 hours a day and has a set of teaching tasks to ensure that the functional testing of enterprise products is not lost. The disadvantage of manual inspection is unstable quality control.
Without environmental restrictions, humans will not be able to work properly when encountering high temperatures, small spaces, etc., but machine vision will not have such problems.
Machine vision can quickly measure small dimensions through high-power amplification compared to very small electronic components and connectors that often rely on technologies such as microscopy and consume less power.