#AI #Microsoft #copilot #dynamics #powerplatform #Azure #machinelearning #iot

The self-hosted KAN Portal presents a no-code environment for Vision Edge AI development, focusing on five key steps. Users can seamlessly add IoT compute devices, serving as deployment targets for vision-based AI workloads at the edge, supporting diverse architectures and accelerations. The platform facilitates IP camera onboarding for real-time data streaming, with support for various camera types. Machine learning models, whether custom or from a pre-built model zoo, can be easily integrated into the system. The creation of AI skills allows for the construction of pipelines, processing unstructured camera streams into meaningful data. Deployments connect AI skills, compute devices, and cameras, with users monitoring performance, inference metadata, and actionable video snippets locally on edge devices, ensuring optimal business operations.

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