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machine-learning

OPEN FPGA, OPEN HARDWARE, OPEN MACHINE VISION

NEXT-GEN SDI-MIPI VIDEO CONVERTER WITH LATTICE CROSSLINK-NX

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SDI-MIPI Video Converter Due to Antmicro’s focus on the development of latest generation edge AI processing technologies, many of the company’s projects involve vision, video processing, and AI/AR, i.e. applications that push the boundaries of data...
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...
EDGE AI, OPEN SOURCE TOOLS

DEPLOYMENT PIPELINES AND ENHANCED MODULARITY IN KENNING

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Diagram depicting the optimization process The field-deployed device systems Antmicro helps its customers build increasingly often use neural networks for tasks such as understanding voice commands, detecting, tracking and telling apart objects in video, or recognizing...
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