AMV builds custom machine vision and automated inspection systems for manufacturers in any industry. We take on the inspection challenges that off-the-shelf products cannot handle, applying AI and classical vision techniques developed over 20 years of production-line integration work.
Core inspection applications across food, industrial and general manufacturing
Why manufacturers choose AMV for inspection that has to work in real production conditions, not just in the lab.
Standard inspection products are designed for common cases. We build systems from the ground up for your product, your line and your defect type, including the non-standard and high-difficulty inspection challenges that off-the-shelf tools cannot solve.
We own the full pipeline, from imaging and lighting to the inspection algorithm, operator software and line integration. We are not tied to a single vendor or technique.
Our systems run on the factory floor at full line speed, with the reliability, traceability and integration that around-the-clock operation demands.
We use HALCON and custom-trained deep learning models together, applying each technique where it performs best. One system, the right algorithm for each task.
We work closely with you through the life of the system, with deployments operating across Australia and international markets and tiered support where it is needed.
We combine AI and deep learning with classical vision and precision imaging, applying each where it performs best for your inspection problem.
Capability layer
Choosing and engineering the right imaging for the application.
Techniques we apply
Applications
Select a problem to see which capability layers we combine.
AMV combines HALCON industrial software, custom-trained AI models and classical vision algorithms in a single system, applying each where it performs best. No single tool fits every inspection problem.
Industrial vision software
Precise measurement and rule-based detection for the parts of the job where exact accuracy matters.
Learn moreAI trained on your product
Models we train to recognise defects and features that are too variable or subtle for fixed rules.
Learn moreRule-based algorithms
Fast, predictable image processing for consistent, well-defined checks that do not need an AI model.
Learn moreGrafana dashboards
Live remote visibility into how every system is running, so issues are caught before they stop the line.
Learn moreAMV systems are deployed across food processing, industrial and general manufacturing environments. Our systems are built to the specific demands of each production line.
Any industry, any inspection challenge
We are not aligned to a single sector. If it moves on a line and needs to be inspected, we build the system to do it.
We take responsibility for the whole journey from problem to production system, and can enter at whatever stage suits you.
Assess the problem, trial imaging and algorithm options, and prove it on real product.
Build the production system: imaging, vision and ML pipeline, software and integration, tailored to your line.
Install on-site, integrate with line controls, calibrate and tune against live production.
Establish ground truth, quantify accuracy, and document performance and limitations.
Train operators, provide ongoing support, and refine models and thresholds in service.
Built to run reliably where it matters, on the line.
Full line speed on the factory floor, built for around-the-clock operation.
Direct integration with PLCs and line control, plus desktop, web and mobile software.
Accuracy quantified against ground truth, with traceability built in.
Deployments operating overseas, with tiered around-the-clock support.
If you are reviewing your inspection capability or planning upgrades across multiple sites, our team can help you identify the right approach.
Your work stays confidential. We do not publish client names or project details without permission.