Product Overview of Neurala
Neurala is a pioneering company in the field of vision AI software, dedicated to enhancing the quality inspection processes for manufacturers through innovative artificial intelligence technologies.
What Neurala Does
Neurala’s primary focus is on improving quality inspections in manufacturing by leveraging its advanced vision AI software. This technology is designed to detect anomalies and defects in products, even when there are natural variations, thereby reducing product defects, increasing inspection rates, and preventing production downtime. Neurala’s solutions are tailored to address the challenges of Industry 4.0, including supply chain issues, labor shortages, and the risk of product recalls.
Key Features and Functionality
Visual Inspection Automation (VIA)
Neurala’s VIA software is a cornerstone of their offerings. It uses patented Lifelong-Deep Neural Network (L-DNN)™ technology, which allows for continuous learning and adaptation without the need for extensive data or AI expertise. This technology can be easily integrated into existing production line infrastructure, either in the cloud or on-premise, making it a cost-effective solution for manufacturers.
AI Explainability Technology
Neurala has introduced an industry-first AI explainability feature that enhances quality control by accurately identifying objects in images that cause anomalies or defects. This technology helps manufacturers derive actionable insights from their datasets, distinguishing between true anomalies and false positives caused by environmental factors like lighting. It supports both Classification and Anomaly Recognition models, providing detailed explanations for the AI model’s decisions, which can be implemented without custom code.
Industry-Specific Solutions
Neurala offers a range of solutions tailored to different manufacturing needs:
- Case Packing: Reduces downtime from improperly packed cases, increases inspection rates, and provides product mix flexibility.
- Electronic Component Inspection: Offers a lower-cost alternative to traditional AOI machines, improving quality without high costs.
- Part Kitting: Ensures the right parts are included in kits, minimizing rework and wasted resources.
- Injection Molding: Increases inspection rates to improve quality in the production of a high mix of plastic products.
- Surface Inspection: Automates surface inspection, improving productivity and reducing costly waste.
Deep Learning and Real-Time Adaptation
Neurala’s deep learning algorithms are designed to enable machines to understand and interact with their environment in real-time. These algorithms, based on artificial neural networks, can learn from vast amounts of data without human intervention, identifying patterns and relationships that may not be apparent to humans. This capability extends beyond manufacturing to applications such as autonomous vehicles, drones, and robotics.
Edge Learning and Integration
Neurala’s technology is well-suited for edge learning, allowing it to run on platforms like the NVIDIA Jetson AI, enabling inferencing and learning at the edge. This architecture is small, lightweight, and can be deployed close to sensors, making it highly adaptable to changing customer needs and requirements.
Conclusion
In summary, Neurala’s vision AI software is a powerful tool for manufacturers, offering advanced defect detection, explainable AI, industry-specific solutions, and real-time adaptation capabilities. Its innovative approach to AI makes it an essential component for improving quality control, productivity, and efficiency in various manufacturing processes.