Proper visualization is key to better understanding of all kinds of complex systems and data flows. At Antmicro, we use graphs to visualize AI optimization pipelines and applications using Kenning, digital designs written in...
Originally published on 14th July 2025 by Analog Devices, Inc (ADI)
Accelerating Edge AI Innovation
AI is rapidly moving to the edge with demand for intelligent edge devices exploding, but many developers still struggle...
Tailoring neural network models to fit on resource-constrained devices is a multi-criterion optimization problem, difficult or impossible to solve manually. Antmicro has been working with Analog Devices, Inc (ADI) to add an...
Creating Machine Learning models for deployment on constrained devices requires a considerable number of manual tweaks. Developers need to take into account the size and compute constraints of the target platform to adjust...
Kenning and Kenning Zephyr Runtime enable easy, iterative development of ML models deployed on Zephyr RTOS using various AI inference libraries. When testing models on a device with Kenning, switching between models is usually...
While the advent of Large Language Models has brought significant leaps in many areas including text analysis and computer vision, translating to benefits across a variety of industries, the size of the models can be a limitation...
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