"AI is accelerating and improving the efficiency of the MV market. It increases inspection speeds and enables the movement of quality upstream, and AI systems are more adaptable than traditional software. However, although many AI solutions can easily integrate with existing MV hardware and software, making it a low-hanging fruit for manufacturers to leverage, its lack of explainability can be challenging. Without this functionality, AI could struggle to make traction in high-regulation markets," explains James Prestwood, Industrial and Manufacturing Industry Analyst at ABI Research. "While some AI vendors are making great strides to support their software with explainability functionality, such as Neurala, it is not a standard feature on all solutions yet."
The MV ecosystem comprises a wide range of vendors, with many specializing in providing best-of-breed components, such as Neurala, Intel, Google, Landing AI, and Instrumental for AI, and Sony, Teledyne, and Nikon for cameras. Other vendors focus on providing robust end-to-end MV solutions, including Aqrose Technology, Cognex, Basler, Keyence, SICK, Omron, and Elementary Robotics.
"For most manufacturers, budget and build complexity will be the defining factor for choosing off-the-shelf solutions and build-your-own with best-of-breed component deployments. Smaller manufacturers will likely find the greatest use for off-the-shelf solutions due to their lower cost and simpler requirements," Prestwood concludes.
These findings are from ABI Research's Industrial Machine Vision Systems: Innovations, Key Players, and Differentiators Driving Quality Management Excellence report. This report is part of the company's Industrial and Manufacturing Technologies research service, which includes research, data, and ABI Insights.
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Source: ABI Research
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