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kenning

EDGE AI, OPEN SOURCE TOOLS

USING KENNING IN EDGE AI PROCESSING FOR INDUSTRIAL SORTING MACHINES

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Processing large data batches at the edge with Kenning AI processing of complex data such as images, text, and sound can be used in a factory environment to vastly simplify tasks like classification, counting, tracking, quality assurance, or anomaly detection. Making large-scale...
EDGE AI, OPEN SOURCE TOOLS

DESIGN, VISUALIZE AND RUN AI FLOWS WITH PIPELINE MANAGER FOR KENNING

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pipeline-manager for Kenning Many applications in the wild can be represented as graphs of interconnected nodes, especially when working with sets of modular blocks that can be connected with each other via certain APIs or interfaces. Such use cases are...
EDGE AI, OPEN SOURCE TOOLS

BENCHMARKING DEEP NEURAL NETWORKS ON NVIDIA JETSON AGX ORIN WITH KENNING

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Benchmarking on NVIDIA Jetson AGX Orin illustration Many of Antmicro’s commercial projects are based on the company’s open hardware boards for the NVIDIA Jetson ecosystem, with the NVIDIA Jetson Nano/Xavier NX baseboard leading the way as the most notable example. The most recent...
EDGE AI, OPEN SOURCE TOOLS

COMPARING OPTIMIZED MODELS USING RECENT DEVELOPMENTS IN KENNING

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Comparing models with Kenning illustration Antmicro’s Kenning framework, introduced during our work on the VEDLIoT edge AI research project, is being used in various local AI processing projects to create deployment flows and runtimes for Deep Neural Network applications...
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