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  • Aaron Boxer's avatar
    onnx: add plugin to apply ONNX neural network models to video · f71eb294
    Aaron Boxer authored and Nicolas Dufresne's avatar Nicolas Dufresne committed
    This MR provides a transform element that leverage ONNX runtime
    to run AI inference on a broad range of neural network toolkits, running
    on either CPU or GPU. ONNX supports 16 different providers at the
    moment, so with ONNX we immediately get support for Nvidia, AMD, Xilinx
    and many others.
    
    For the first release, this plugin adds a gstonnxobjectdetector element to
    detect objects in video frames. Meta data generated by the model is
    attached to the video buffer as a custom GstObjectDetectorMeta meta.
    
    Part-of: <gstreamer/gst-plugins-bad!1997>
    f71eb294