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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...
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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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Antmicro’s projects often revolve around video acquisition and processing, with the camera system sometimes placed at a longer distance from the embedded processing platform. In such scenarios we cannot directly use MIPI CSI...
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Given the rising demand for AI processing on the edge along with rapid advances in AI model compression through pruning and quantization to 8-bit, 4-bit (and even lower) integers, the configurability, low power and latency...
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Antmicro’s involvement in building industrial devices for its customers often starts with designing hardware and developing customized Board Support Packages (BSPs) for operating systems like Linux or Android, which have been...
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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...
