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Turn your Raspberry Pi into a low-latency home security camera by using native WebRTC with the v4l2 hardware H.264 encoder and the software-based OpenH264 encoder for live video stream.

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RaspberryPi_WebRTC

Using v4l2 dma hardware encoder with WebRTC reduces CPU usage. Both signalr and mqtt are the options for signaling in this project.

Architecture

architecture

Environment

  • RaspberryPi 3B + Raspberry Pi Camera v1.3
  • RaspberryPi OS 64bit
  • clang 12+
  • boringssl replace openssl

Summary

  • Latency is about 0.2 seconds delay.
  • Temperatures up to 60~65°C.
  • Using HW DMA sources minimizes CPU usage and latency down to ~50ms.

latency latency


How to use

Preparation

  1. Follow SETUP_ARM64_ENV to prepare an arm64 env for compilation (Optional)
  2. Follow BUILD_WEBRTC to compile libwebrtc.a
  3. Choose a signaling mechanisum
  4. Install the needed packages on pi
    sudo apt install libboost-program-options-dev libavformat-dev libavcodec-dev libavutil-dev libswscale-dev libpulse-dev libasound2-dev libx11-dev
  5. Copy the nlohmann/json.hpp to /usr/local/include
  6. Run signaling server

Compile and run

Command line
Description Valid values
-DUSE_SIGNALR_SIGNALING Build the project by using SignalR as signaling. ON, OFF
-DUSE_MQTT_SIGNALING Build the project by using MOSQUITTO as signaling. ON, OFF
-DBUILD_TEST Build the test codes recorder, mqtt, v4l2_capture, v4l2_encoder, v4l2_decoder, v4l2_scaler

Build on raspberry pi and it'll output a pi_webrtc file in /build.

mkdir build
cd build
cmake .. -DCMAKE_CXX_COMPILER=/usr/bin/clang++ -DUSE_MQTT_SIGNALING=ON
make -j

Run pi_webrtc to start the service.

  • If use signalr as signaling.
    ./pi_webrtc --device=/dev/video0 --fps=30 --width=1280 --height=720 --v4l2_format=mjpeg --signaling_url=http://localhost:6080/SignalingServer --enable_v4l2_dma
  • If use mosquitto mqtt as signaling.
    ./pi_webrtc --device=/dev/video0 --fps=30 --width=1280 --height=720 --v4l2_format=mjpeg --mqtt_host=127.0.0.1 --mqtt_port=1883 --mqtt_username=<username> --mqtt_password=<password>  --enable_v4l2_dma
  • ./pi_webrtc -h to list all available args.
  • If --enable_v4l2_dma is assigned, only H264 stream is provided. The VP8, VP9 are available as well if not be assigned. But frames will be decoded/scaled by software, and the buffer will be copied to the HW encoder though.
  • If the --record_path is assigned, the background recorder will start immediately after running the program. But the performance of Pi 3B is limited, if the resolution is above 640x368@15fps the HW encoder will be unstable, stuck, or even crash.

Run as Linux Service

Set pi_webrtc to run as a daemon.

  • Create /etc/systemd/system/webrtc.service, config sample:
    [Unit]
    Description= the webrtc service need signaling server first
    After=systemd-networkd.service farmer-api.service
    
    [Service]
    Type=simple
    WorkingDirectory=/home/pi/IoT/RaspberryPi_WebRTC/build
    ExecStart=/home/pi/IoT/RaspberryPi_WebRTC/build/pi_webrtc --fps=30 --width=1280 --height=720 --signaling_url=http://localhost:6080/SignalingServer --v4l2_format=h264 --enable_v4l2_dma
    Restart=always
    RestartSec=10
      
    [Install]
    WantedBy=multi-user.target
  • Enable and run the service
    sudo systemctl enable webrtc.service
    sudo systemctl start webrtc.service

Install the coturn (Optional)

If the cellular network is used, the coturn is required because the 5G NAT setting by ISP may block p2p.

  1. Install
    sudo apt update
    sudo apt install coturn
    sudo systemctl stop coturn.service
  2. Edit config sudo nano /etc/turnserver.conf, uncomment or modify below options
    listening-port=3478
    listening-ip=192.168.x.x
    relay-ip=192.168.x.x
    external-ip=174.127.x.x/192.168.x.x
    #verbose
    lt-cred-mech
    user=webrtc:webrtc
    realm=greenhouse
    no-tls
    no-dtls
    syslog
    no-cli
  3. Set the port 3478 forwarding on the router
  4. Start the service, sudo systemctl start coturn.service

Reference

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Turn your Raspberry Pi into a low-latency home security camera by using native WebRTC with the v4l2 hardware H.264 encoder and the software-based OpenH264 encoder for live video stream.

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