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Machine Learning Platform
Acumen AI
Automated visual inspection and measurement system with next generation deep learning video analysis. Versatile, scalable, and modular platform contends with the most challenging inspection applications. The simple interface enables non-experts to capture and label their image dataset, optimise training parameters, and train inspection models. The inspection models can be used to identify, detect, classify, measure, and count a wide range of part defects. Decision-making can be completely automated or used to assist the operator in making the final decision.
Benefits
- Return on Investment
Automate your inspection process and significantly increase throughput and reduce material waste. Reduce inspection costs and overheads. Remove operator error, eliminate risk, avoid product recalls and protect your reputation.
- Eliminate Subjectivity
Many visual inspection methods rely on the human eye, leading to subjective judgements on critical decisions. AI inspection models do not tire or lose concentration, enabling the Acumen AI to overcome the cognitive overload often experienced by human operators.
- Improve Productivity
Visual inspection processes can be automated to keep up with the pace of global demand. The Acumen AI automatically detects and measures defects over a wide zoom range and FOV on multiple sample parts. It can also integrate with industrial devices to operate on a 24/7 basis.
Features
- Diverse Array of Training Algorithms
Choose from object detection, anomaly detection, instance segmentation and classification algorithms with architectures suitable for processing speed or accuracy requirements.
- Actionable Training Metrics
Easily assess and optimise the model training to improve overall performance using valuable metrics such as precision, recall and training loss.
- Highly Configurable
Acumen AI inspection models can be configured/recalled with system settings such as magnification and illumination, along with threshold settings, reporting format and more for optimal efficiency and robustness .
A Modular Platform
Industry Applications
Take a closer look
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Watch VideoNext Generation Intelligent InspectionAcumen AI automatically identifies, detects and classifies product defects, guides assembly operators, controls robots and cobots, generates data-driven reports, maximises throughput and eliminates human error. -
WatchSyringe InspectionRemove human eye manual inspection methods of the past and step into the future of our Acumen AI. A high accuracy, repetitive process that saves significant time and resources. -
WatchColony CountingArtificial Intelligence with deep learning is the future in colony counting. Our Acumen AI powered by machine learning algorithms can overcome many frustrating challenges, including CFU overlap. -
WatchDefect Detection & MeasurementSimultaneous measurements and multiple part defect detection. The Acumen AI removes a time consuming manual process for an efficiently accurate process. -
WatchComponent PlacementOur Acumen AI algorithms remove costly batch scrapping caused by manual configurations. Machine learning accurately configures placements and orientations of all types of components on PCB boards. -
WatchTablet Packaging InspectionMaintain packaging integrity and quality by implementing the Acumen AI's deep learning processes to ensure consistent, time-saving, accurate inspection time. -
WatchCell CountingAutomatic cell counting that uses a deep learning algorithm, accelerating the traditional haemocytometer method. -
WatchInspecting VialsYou can detect multiple defects simultaneously in real-time. Eliminating human error can save time and cost. -
WatchMite InspectionIdentify, track and count live, moving objects for biological applications. Automatic reporting directly from Acumen AI. -
WatchPCB InspectionEnable the power of the Acumen AI to automatically identify, detect and classify anomalies such as missing components, foreign objects, debris, solder bridges or shorts.
Brochure
All you need to know about Acumen AI
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