SiMa.ai makes the MLSoC, a system-on-chip that runs an entire machine learning pipeline including preprocessing, inference and post-processing on the device. The chip targets robotics, drones, industrial automation, healthcare equipment and automotive systems where power and latency are constrained. The company delivers it with the Palette software suite, which lets developers compile models without writing low-level code, and its second generation adds support for transformer and generative models.
Focus: machine learning socs, software-defined edge.
Tags: mlsoc · computer vision · robotics · drones · industrial automation
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