ASH Acumen AI – Machine Learning Platform
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.
Features & Benefits
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ASH Acumen AI – Machine Learning Platform
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.
Features & 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.
The Acumen AI – the intelligent digital microscope system powered by machine learning
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
The Acumen AI has additional software functionality, including Automatic Measurement, Industrial Communications and Project Sequencing, available to meet manufacturers’ ever-growing needs.
Syringe Inspection
Remove 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.
Colony Counting
Artificial Intelligence with deep learning is the future in colony counting. Our Acumen AI, powered by a machine learning algorithm, can overcome many frustrating challenges, including CFU overlap.
Defect Detection & Measurement
Simultaneous measurements and multiple part defect detection. The Acumen AI removes a time-consuming manual process for an efficient and accurate process.
Component Placement
Our Acumen AI algorithms remove costly batch scrapping caused by manual configurations. Machine learning accurately configures the placements and orientations of all types of components on PCB boards.
Tablet Packaging Inspection
Maintain packaging integrity and quality by implementing Acumen AI’s deep learning processes to ensure consistent, time-saving, accurate inspection time.
Bristle Counting
Detect and count objects live for a multitude of applications. Increasing the efficiency of labour-intensive manual counting tasks.
Inspecting Vial Caps
Detect defects in real-time with the ability to filter out acceptable minor defects. Eliminating human error can save time and cost.
Area Measurement
Use a segmentation algorithm to identify surface area features for area measurement. Fast processing and automatic decision making.
PCB Inspection
Enable the power of the Acumen AI to automatically identify, detect and classify anomalies such as missing components, foreign objects, debris, solder bridges or shorts.
