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object-detection

OPEN MACHINE VISION, OPEN HARDWARE

OPEN SOURCE-DRIVEN VIDEO LATENCY ASSESSMENT FOR MACHINE VISION SYSTEMS

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Video latency tester setup Capturing and processing signals in machine vision systems inevitably involves video latency, which is a natural consequence of the multi-step data acquisition and transformation process. In real-time applications, minimizing...
OPEN HARDWARE, OPEN MACHINE VISION

COMPLETE GMSL-BASED SOLUTIONS FOR AUTOMOTIVE AND ROBOTIC APPLICATIONS

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Photo of the GMSL setup Analog Devices’ Gigabit Multimedia Serial Link (GMSL) provides high-speed data transmission and long-range coverage with low EMI, making it a great choice for video streaming in harsh environments. Originally, it was developed...
OPEN SOURCE TOOLS, EDGE AI, OPEN MACHINE VISION

DEDICATED ROS 2 NODES FOR AI-ENABLED COMPUTER VISION TASKS

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ROS 2 nodes illustration When working on AI and computer vision customer projects we are often tasked with implementing complex software that uses multiple sources of information handled by different analysis and processing algorithms. The decision...
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...
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