AIで物体検出してくれるOSSのNVR「Frigate」を試した

version: "3.9"
services:
  frigate:
    container_name: frigate
    privileged: true # this may not be necessary for all setups
    restart: unless-stopped
    image: ghcr.io/blakeblackshear/frigate:stable
    #shm_size: "64mb" # update for your cameras based on calculation above
    shm_size: "128mb" # update for your cameras based on calculation above
    devices:
      - /dev/bus/usb:/dev/bus/usb # passes the USB Coral, needs to be modified for other versions
      - /dev/apex_0:/dev/apex_0 # passes a PCIe Coral, follow driver instructions here https://coral.ai/docs/m2/get-started/#2a-on-linux
      - /dev/dri/renderD128 # for intel hwaccel, needs to be updated for your hardware
    volumes:
      - /etc/localtime:/etc/localtime:ro
      - /home/hoge/frigate/config.yml:/config/config.yml
      - /home/hoge/frigate/storage:/media/frigate
      - type: tmpfs # Optional: 1GB of memory, reduces SSD/SD Card wear
        target: /tmp/cache
        tmpfs:
          size: 1000000000
    ports:
      - "5000:5000"
      - "8554:8554" # RTSP feeds
      - "8555:8555/tcp" # WebRTC over tcp
      - "8555:8555/udp" # WebRTC over udp
    environment:
      FRIGATE_RTSP_PASSWORD: "password"

mqtt:
  host: mqtt.server.com
cameras:
  atomcam2:
    ffmpeg:
      inputs:
        - path: rtsp://hoge:fuga@192.168.1.XXX/live
          roles:
            - detect
    detect:
      width: 1920
      height: 1080
  android:
    ffmpeg:
      inputs:
        - path: rtsp://hoge:fuga@192.168.1.YYYY:NNNN
          roles:
            - detect
    detect:
      width: 640
      height: 480

record:
  enabled: True
  retain:
    days: 3
    mode: motion
  events:
    retain:
      default: 7
      mode: active_objects

detectors:
  cpu1:
    type: cpu
    num_threads: 3
  cpu2:
    type: cpu
    num_threads: 3

objects:
  track:
    - person
    - bicycle
    - car
    - motorcycle
    - airplane
    - bus
    - train
    - car
    - boat
    - traffic light
    - fire hydrant
    - street sign
    - stop sign
    - parking meter
    - bench
    - bird
    - cat
    - dog
    - horse
    - sheep
    - cow
    - elephant
    - bear
    - zebra
    - giraffe
    - hat
    - backpack
    - umbrella
    - shoe
    - eye glasses
    - handbag
    - tie
    - suitcase
    - frisbee
    - skis
    - snowboard
    - sports ball
    - kite
    - baseball bat
    - baseball glove
    - skateboard
    - surfboard
    - tennis racket
    - bottle
    - plate
    - wine glass
    - cup
    - fork
    - knife
    - spoon
    - bowl
    - banana
    - apple
    - sandwich
    - orange
    - broccoli
    - carrot
    - hot dog
    - pizza
    - donut
    - cake
    - chair
    - couch
    - potted plant
    - bed
    - mirror
    - dining table
    - window
    - desk
    - toilet
    - door
    - tv
    - laptop
    - mouse
    - remote
    - keyboard
    - cell phone
    - microwave
    - oven
    - toaster
    - sink
    - refrigerator
    - blender
    - book
    - clock
    - vase
    - scissors
    - teddy bear
    - hair drier
    - toothbrush
    - hair brush

$ mkdir /home/hoge/frigate/storage/

$ cd <docker-compose.ymlを置いたpath>
$ docker compose up