Streamline Edge AI Development with embedUR's ModelNova Fusion Studio

Session details:

The past two years have seen a wave of new microcontrollers (MCUs) with integrated neural processing units (NPUs), bringing AI to the edge for applications like smart cameras, industrial defect detection, and intelligent sensors. These rapid advancements have left a fragmented ecosystem: each silicon vendor offers unique tools and operators, creating steep challenges for developers. While AI stacks and tools for CPUs and GPUs are abundant, equivalent building blocks for MCUs and NPUs are lacking. Delivering accurate, efficient AI on low-power embedded devices also demands expertise that is still scarce. In this talk embedUR will examine these challenges and introduce ModelNova and Fusion Studio — platforms with pre-trained models, datasets, and streamlined workflows to accelerate innovation from data preparation and training, to benchmarking and deployment. Learn how these tools remove complexity, shorten time-to-market, and enable developers to deliver new innovative Edge AI products.