genx-ai 2.9.0

AI for industry

Camsense AI

Better Version of Surveillance System

Run

• Run Command

  genx listen

• Run Command (As Daemon)

  nohup genx listen &

• Help Command

  genx -h

• Debug Specific Stream

  genx debug --cam-id "65ca5e5bd6a2678b6e030bd4"

• Print Object List Of Model

  genx debug --print-model-classes ./models/ppe.pt

Virtual Env

• sudo python -m venv /opt/venv
• sudo nano /opt/venv/bin/activate
  • Add env vars
• source /opt/venv/bin/activate
• sudo -E /opt/venv/bin/pip install genx_ai-1.x.x-py3-none-any.whl
• sudo -E /opt/venv/bin/genx install

Media Streaming Server (Nginx) (RTMP) (Optional)

• sudo apt-get update

• sudo apt-get install nginx

• sudo apt-get install libnginx-mod-rtmp

• sudo mkdir -p /var/www/html/stream/hls

• sudo mkdir -p /var/www/html/rtmp

• sudo cp /usr/share/doc/libnginx-mod-rtmp/examples/stat.xsl /var/www/html/rtmp/stat.xsl

• sudo nano /etc/nginx/nginx.conf

  rtmp {
          server {
                  listen 1935;
                  chunk_size 4096;
                  allow publish 127.0.0.1;
                  deny publish all;
  
                  application live {
                          live on;
                          record off;
  
                          hls on;
                          hls_path /var/www/html/stream/hls;
                          hls_fragment 3;
                          hls_playlist_length 10;
  
                          dash on;
                          dash_path /var/www/html/stream/dash;
                  }
          }
  }
  

• sudo nano /etc/nginx/sites-available/camsenseai.com

  server {
      listen 8088 ssl;
      server_name camsenseai.com;
  
      ssl_certificate /etc/letsencrypt/live/camsenseai.com/fullchain.pem; # managed by Certbot
      ssl_certificate_key /etc/letsencrypt/live/camsenseai.com/privkey.pem; # managed by Certbot
      include /etc/letsencrypt/options-ssl-nginx.conf; # managed by Certbot
      ssl_dhparam /etc/letsencrypt/ssl-dhparams.pem; # managed by Certbot
  
      # To play via browser using video-js
      location / {
          add_header Access-Control-Allow-Origin *;
          root /var/www/html/stream;
  
  
          # Disable cache
          add_header Cache-Control no-cache;
  
  
          # CORS setup
          #add_header 'Access-Control-Allow-Origin' '*' always;
          add_header 'Access-Control-Expose-Headers' 'Content-Length';
  
  
          # allow CORS preflight requests
          if ($request_method = 'OPTIONS') {
              add_header 'Access-Control-Allow-Origin' '*';
              add_header 'Access-Control-Max-Age' 1728000;
              add_header 'Content-Type' 'text/plain charset=UTF-8';
              add_header 'Content-Length' 0;
              return 204;
          }
  
  
          types {
              application/dash+xml mpd;
              application/vnd.apple.mpegurl m3u8;
              video/mp2t ts;
          }
      }
  
      # rtmp stat
      location /stat {
          rtmp_stat all;
          rtmp_stat_stylesheet stat.xsl;
      }
  
      location /stat.xsl {
          root /var/www/html/rtmp;
      }
  
      # rtmp control
      location /control {
          rtmp_control all;
      }
  }
  
  types {
      application/dash+xml mpd;
  }
  

FFMPEG Commands (optional)

• MP4 to RTMP

  ffmpeg -stream_loop -1 -i Videos/test.mp4 -preset ultrafast -vcodec libx264 -f flv rtmp://camsenseai.com/live/stream

• WebM to RTMP

  ffmpeg -stream_loop -1 -i Videos/test.webm -f flv rtmp://camsenseai.com/live/stream

• Watch Stream

  ffplay rtmp://camsenseai.com/live/stream

Env set env variable

sudo -E /opt/venv/bin/genx env -s GENX_AI_API_ENDPOINT="https://api.camsenseai.com" sudo -E /opt/venv/bin/genx env -s GENX_AI_API_USERNAME="[e-mail]" sudo -E /opt/venv/bin/genx env -s GENX_AI_API_PASSWORD="YourPassword" sudo -E /opt/venv/bin/genx env -s GENX_AI_PUSHER_HOST="socket.camsenseai.com" sudo -E /opt/venv/bin/genx env -s GENX_AI_PUSHER_APP_ID="" sudo -E /opt/venv/bin/genx env -s GENX_AI_PUSHER_KEY="" sudo -E /opt/venv/bin/genx env -s GENX_AI_PUSHER_SECRET=""

Env encrypt variable

sudo -E /opt/venv/bin/genx env -e "https://api.camsenseai.com" sudo -E /opt/venv/bin/genx env -e "[e-mail]" sudo -E /opt/venv/bin/genx env -e "YourPassword" sudo -E /opt/venv/bin/genx env -e "socket.camsenseai.com" sudo -E /opt/venv/bin/genx env -e "" sudo -E /opt/venv/bin/genx env -e "" sudo -E /opt/venv/bin/genx env -e ""