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...
EDGE AI, OPEN MACHINE VISION, OPEN SOFTWARE LIBRARIES, OPEN SOURCE TOOLS
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...
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...
A user-friendly, well-structured Command Line Interface (CLI) is especially critical in software development tools used for scripting, automation and CI. With our open source Renode simulation framework, Antmicro helps product...
With a rapid increase in interest in adding edge Machine Learning capabilities to consumer-facing as well as industrial devices - brought about by the rapid advances in deep learning and now also LLMs, the increasing compute...
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