Vision AI and iot data integration for quality improvement in manufacturing
Enhance manufacturing quality with Vision AI and IoT data integration. By using diverse cameras and data points, this solution detects anomalies and ensures conformance to quality standards. TRL 9 indicates readiness for immediate deployment.
Overview
Our solution integrates Vision AI and IoT data to revolutionize quality control in manufacturing processes. Utilizing cameras across various spectrums, including thermal and SWIR, alongside IoT telemetry from equipment and environmental factors, this technology identifies and predicts non-conformities in manufacturing. By establishing a baseline of conformance through AI model training, manufacturers can ensure their processes consistently meet quality standards.
Technical specifications
- Vision AI: Uses visual, thermal, and SWIR cameras to detect anomalies.
- IoT Data Integration: Collects telemetry data such as temperature, humidity, and machine amperage.
- AI Model Training: Develops a conformance baseline to predict and identify quality issues.
- Deployment: Includes a two-day on-site setup to capture and process video and images, demonstrating AI enhancements on manufacturing processes.
Technology readiness level
This technology is at TRL 9, indicating it has been proven in operational environments and is ready for commercial deployment.
About BCD iLabs
BCD iLabs is a multi-product enterprise AI company focused on putting advanced AI into the hands of industry and subject-matter experts.
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