Cloud-enabled AI demonstration - Toradex | Amazon Web Services | NXP
Toradex works with Amazon Web Services and NXP on a cloud-enabled AI demonstration at Industry of Things World Berlin.
- Toradex’s Apalis iMX8QM System on Module featuring NXP’s i.MX 8QuadMax SoC. NXP’s high performance application processor, optimized for safety and reliability
- AWS IoT Greengrass and Amazon SageMaker Neo, which provide optimized machine learning at the device edge, plus seamless online and offline capabilities
The demo is built around a conveyor belt simulating a factory automation line. A MIPI CSI Camera is used to detect and classify objects. Different types of pasta are used as an example for this showcase. The demo shows how to solve many challenges faced in today’s smart factories.
The demo has a local graphical user interface, as well as a cloud-based control dashboard hosted on AWS.