Vstream - Video Analytics Pipeline

The pipeline is constructed on the top of Neural-Net Inference Engine called "Infera" which currently supports YoloV8 object detection model and Streaming pipeline buiild on the base of GStreamer framework. The Infera supports google-test for the functionality verification of each functions in the system.

Requirements

• OpenCV (above 4.8-dev)
• OpenCL
• GStreamer
• Google-Test for C++
• Standard C++ 17

Build Procedure for Vstream

The building process for Vstream handles building both Test-suit for Infera and Final Executable for the Vstream

$ mkdir build && cd build
$ cmake ..
$ make -j64

• The exectuables will be created for both Global Test-suit and Vstream

Features of Vstream

• Adapative Hardware Offloading of Hardware for Inference
• Hardware Accelerated Video Compression for network stream (on-progress)

To-Dos

• Hardware acceleration for video encoding
• Network Streaming
• Object Tracking