Using HDF5 model

Have you read the User Manaul Welcome to the DeepStream Documentation — DeepStream 6.0 Release documentation and tried the basic sample applications C/C++ Sample Apps Source Details — DeepStream 6.0 Release documentation?

With DeepStream, we use gst-nvinfer(Gst-nvinfer — DeepStream 6.0 Release documentation) or gst-nvinferserver(Gst-nvinferserver — DeepStream 6.0 Release documentation). The pipeline is based on GStreamer https://gstreamer.freedesktop.org/. Please try the basic deepstream-test1 sample and read the code to understand how DeepStream construct the application.

For your anomaly detection model. The output of the model is not supported by the default gst-nvinfer postprocessing. You need to customize the output postprocessing to get the reconstructed image. The suggestion is to use “output-tensor-meta=1” and “network-type=100” parameters of gst-nvinfer and handle the model output in the nvinfer element src pad probe function in the application. There is output tensor parsing sample for your reference. /opt/nvidia/deepstream/deepstream/sources/apps/sample_apps/deepstream-infer-tensor-meta-test. The input image is also available through NvBufSurface. DeepStream SDK FAQ - Intelligent Video Analytics / DeepStream SDK - NVIDIA Developer Forums