GstInference is a GStreamer plugin that allows easy integration of deep learning models with GStreamer pipelines for inference tasks. RidgeRun has extended the GstInference functionality to support multiple ONNX Runtime execution providers. The execution providers enable hardware acceleration into the ONNX Runtime baseline operation. The new R2Inference OpenVINO backend is based on the OpenVINO toolkit support available in ONNX Runtime. OpenVINO offers a boost in performance through optimizations for common computer vision and deep learning workloads on Intel's hardware (CPUs, Movidius USB sticks, MyriadX VPUs and FPGAs).
Figure 1. Screenshot of Security Barrier Camera Demo in OpenVINO SDK.
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Visit our Main Website for the RidgeRun online store and pricing information of the RidgeRun products and Professional Services. Please email support@ridgerun.com for technical questions. Contact details for sponsoring the RidgeRun GStreamer projects are available at Sponsor Projects page.