GstInference is a GStreamer plugin that enables out-of-the-box integration of deep learning models with GStreamer pipelines for inference tasks. This project is open source, multi platform and now it supports Arm Compute Library through the ONNX Runtime inference engine.
Check out code samples, documentation and benchmarks for GstInference here.