/demo_deepstream

Primary LanguageDockerfile

demo_deepstream

This repo demos the frameowork, Deepstream, that it will consume a video or a RTSP and do the object detection, then output the result as a RTSP.

Because everything is running on AWS, forwarding screen will be too annoying. Here we use ffmpeg to record the RTSP stream. Check dockerfile for more details.

How to get a deepstream RTSP output in your local computer

Prebuilt image

Detailed Demo video

The diagram in the demo video

Screenshot 2023-08-03 at 4 21 54 AM

Build the image

  • Follow https://stackoverflow.com/a/61737404 first
  • When it builds, it will automatically run a demo that consumes a video and store the output RTSP as videos with two different methods.
    • binary: executed by a compiled binary execution app with a config file.
    • python: executed by a python script.
  • Run 
    docker build -t neilvaltec/demo_deepstream:tag .
  • Check the dockerfile for more details.
  • You can check the deepstream output result during the image build under /root/output/

Run the contianer

  • Check here to see how to run a container as a input RTSP.
  • docker run -it --rm --gpus all --network:container:<container_id> neilvaltec/demo_deepstream:tag bash

Notes

  • col: method

  • row: input source

    video RTSP
    deepstream-app V V
    python script V TODO