Technology
See how MCM combines 2D and 3D vision, deep learning, software, electrical design and industrial integration.
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Technical resources
Practical information for evaluating an inspection or test project.
Use this area to understand the technologies, project process and support questions that usually come before a production system is specified. The aim is to help engineering and quality teams frame the problem clearly before discussing hardware.
2D vs 3D vs Deep Learning
Compare the information each approach can provide and understand why the simplest reliable method is often the right starting point.
Open resource →How We Work
Follow a project from technical assessment and feasibility through engineering, build, validation, commissioning and support.
Open resource →Support & After-Sales
Review remote diagnostics, on-site intervention, software changes, maintenance planning, training and lifecycle support.
Open resource →Frequently Asked Questions
Read practical answers about customisation, line integration, traceability, feasibility and typical project timing.
Open resource →Blog
Explore technical articles and application-oriented explanations from machine vision, PCB testing and packaging inspection.
Open resource →Application guides
Short technical guides for common buying questions.
Built to help engineering and quality teams frame the problem before equipment is specified.
2D vs 3D vs Deep Learning
Use 2D when stable visual contrast solves the problem, 3D when height or profile matters, and deep learning when the defect is variable or difficult to describe with fixed rules.
Read the full guide →How corrugated-board defects can be inspected
Reference comparison is useful for print, colour, dimensions and identity; inline cameras and controlled lighting are suited to process, bonding and glue-related defects.
Explore packaging inspection →PCB functional testing in production
A dedicated fixture can stimulate board inputs, measure outputs and automate a repeatable sequence around the electrical behaviour that actually matters.
Explore PCB testing →What to prepare for an inspection feasibility review
Good/bad samples, line speed, available space, acceptance criteria, interfaces and traceability needs are more useful than choosing a camera or sensor in advance.
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Start with the application
Technical resources are useful, but the real product and failure mode still drive the decision.
Two production lines can use similar cameras or test hardware and still need very different engineering. Product presentation, acceptable variation, cycle time, operator workflow, existing PLC interfaces and traceability requirements all affect the final architecture. When the application is not obvious, send the practical problem rather than trying to choose a technology first.
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