For complex ML systems involving many sensors (e.g. cameras, depth sensors, accelerometers), interconnected algorithms and a sophisticated control flow, system performance monitoring is a challenging problem. To architect these...
OPEN SOURCE TOOLS, OPEN SIMULATION, OPEN SOFTWARE LIBRARIES
Since its launch in 2021, we’ve been developing the Renode Zephyr Dashboard, a CI system combining structured data obtained from the Zephyr RTOS with our own Renode simulation framework, running a range of samples on over 470...
Antmicro’s projects, both internal and customer, often require significant computational resources as well as flexibility in terms of resource management. For these reasons we have been developing Scalerunner, an open source...
Neural networks are a powerful tool for processing noisy and unstructured sensor data like camera frames, accelerometer or biometric readings, which makes them perfect for preprocessing or decision making on edge devices, where...
At Antmicro, we take a CLI-first approach to developing tools, providing clean and testable APIs as well as using them in continuous integration and other headless scenarios, which are frequently found in the industrial projects...
Antmicro’s open source Raviewer tool allows developers working with camera systems, especially in embedded applications, to inspect data collected by sensors in a raw, preprocessed format – to verify correctness of the data...
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