Shypd.aiThe largest open index of AI toolsSavant is an open-source Python framework for computer vision and video analytics, designed for building real-time, streaming multimedia AI applications. It helps developers create high-performance, fault-tolerant inference pipelines on the Nvidia stack.
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Savant is an open-source, high-level Python framework specifically engineered for building real-time, streaming, and highly efficient multimedia AI applications leveraging the Nvidia stack. It provides a robust abstraction layer over DeepStream, enabling developers to construct dynamic and fault-tolerant inference pipelines without delving into low-level programming. Ideal for implementing high-performance, production-ready computer vision and video analytics solutions, Savant maximizes performance on Nvidia equipment, both at the edge and in data centers. It supports various tasks like detection, classification, segmentation, and custom pre/post-processing, offering features such as dynamic source management, advanced data protocols, and integration with OpenTelemetry and Prometheus for monitoring. Savant also includes a Client SDK and Development Server to simplify the development and debugging process.
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