[Detector Support]: Frigate+ / Hailo8 objects missing from model?

[vicmike]

Describe the problem you are having

Hi there,

I subscribed to Frigate+ the other day after the announcement of Hailo8 support, but when I start Frigate I get an error saying objects like "face" "package" etc are not supported in the current model.

Version

0.16.1-e664cb2

Frigate config file

ffmpeg:
  hwaccel_args: preset-rkmpp
  path: '7.0'


detectors:
  hailo:
    type: hailo8l
    device: PCIe
    model:
      path: plus://<redacted>

etect:
  enabled: true
  fps: 5

motion:
  threshold: 25
  contour_area: 500
  improve_contrast: true

objects:
  track:
    - person
    - face
    - amazon
    - fedex
    - package
    - ups
    - purolator
    - canada_post
    - car
    - cat
    - dog

docker-compose file or Docker CLI command

services:
  frigate:
    container_name: frigate
    hostname: frigate
    image: ghcr.io/blakeblackshear/frigate:0.16.1-rk
    shm_size: "4096mb"
    stop_grace_period: 30s
    privileged: true
    volumes:
      - /etc/localtime:/etc/localtime:ro
      - ./config:/config
      - ./storage:/media/frigate 
    environment:
      - PLUS_API_KEY=${PLUS_API_KEY}
      - FRIGATE_USER1_NAME=${FRIGATE_USER1_NAME}
      - FRIGATE_USER1_PASS=${FRIGATE_USER1_PASS}
    devices:
      - /dev/bus/usb:/dev/bus/usb
      - /dev/hailo0:/dev/hailo0
      - /dev/video0:/dev/video0
    ports:
      - "1984:1984"
      - "5000:5000"
      - "8971:8971"
      - "8554:8554"
      - "8555:8555/tcp"
      - "8555:8555/udp"

    restart: unless-stopped

Relevant Frigate log output

frigate  | s6-rc: info: service s6rc-fdholder: starting
frigate  | s6-rc: info: service s6rc-oneshot-runner: starting
frigate  | s6-rc: info: service s6rc-oneshot-runner successfully started
frigate  | s6-rc: info: service fix-attrs: starting
frigate  | s6-rc: info: service s6rc-fdholder successfully started
frigate  | s6-rc: info: service fix-attrs successfully started
frigate  | s6-rc: info: service legacy-cont-init: starting
frigate  | s6-rc: info: service legacy-cont-init successfully started
frigate  | s6-rc: info: service prepare: starting
frigate  | s6-rc: info: service log-prepare: starting
frigate  | s6-rc: info: service log-prepare successfully started
frigate  | s6-rc: info: service nginx-log: starting
frigate  | s6-rc: info: service go2rtc-log: starting
frigate  | s6-rc: info: service frigate-log: starting
frigate  | s6-rc: info: service certsync-log: starting
frigate  | s6-rc: info: service nginx-log successfully started
frigate  | s6-rc: info: service frigate-log successfully started
frigate  | s6-rc: info: service certsync-log successfully started
frigate  | s6-rc: info: service go2rtc-log successfully started
frigate  | s6-rc: info: service prepare successfully started
frigate  | s6-rc: info: service go2rtc: starting
frigate  | s6-rc: info: service go2rtc successfully started
frigate  | s6-rc: info: service go2rtc-healthcheck: starting
frigate  | s6-rc: info: service frigate: starting
frigate  | s6-rc: info: service go2rtc-healthcheck successfully started
frigate  | s6-rc: info: service frigate successfully started
frigate  | s6-rc: info: service nginx: starting
frigate  | 2025-09-10 22:52:01.474340238  [INFO] Starting NGINX...
frigate  | 2025-09-10 22:52:01.496913710  [INFO] No TLS certificate found. Generating a self signed certificate...
frigate  | 2025-09-10 22:52:02.145023165  [INFO] Preparing new go2rtc config...
frigate  | 2025-09-10 22:52:02.876889234  [INFO] Starting go2rtc...
frigate  | 2025-09-10 22:52:02.994292697  22:52:02.994 INF go2rtc platform=linux/arm64 revision=fa580c5 version=1.9.9
frigate  | 2025-09-10 22:52:02.994315739  22:52:02.994 INF config path=/dev/shm/go2rtc.yaml
frigate  | 2025-09-10 22:52:02.995525016  22:52:02.995 INF [rtsp] listen addr=:8554
frigate  | 2025-09-10 22:52:02.995596185  22:52:02.995 INF [api] listen addr=:1984
frigate  | 2025-09-10 22:52:02.997525020  22:52:02.997 INF [webrtc] listen addr=:8555
frigate  | 2025-09-10 22:52:04.693829283  [INFO] Preparing Frigate...
frigate  | 2025-09-10 22:52:05.450774297  [INFO] Starting Frigate...
frigate  | 2025-09-10 22:52:07.566493686  /usr/local/lib/python3.11/dist-packages/numpy/core/getlimits.py:549: UserWarning: The value of the smallest subnormal for <class 'numpy.float64'> type is zero.
frigate  | 2025-09-10 22:52:07.566504478    setattr(self, word, getattr(machar, word).flat[0])
frigate  | 2025-09-10 22:52:07.566802860  /usr/local/lib/python3.11/dist-packages/numpy/core/getlimits.py:89: UserWarning: The value of the smallest subnormal for <class 'numpy.float64'> type is zero.
frigate  | 2025-09-10 22:52:07.566805485    return self._float_to_str(self.smallest_subnormal)
frigate  | 2025-09-10 22:52:07.567107659  /usr/local/lib/python3.11/dist-packages/numpy/core/getlimits.py:549: UserWarning: The value of the smallest subnormal for <class 'numpy.float32'> type is zero.
frigate  | 2025-09-10 22:52:07.567110284    setattr(self, word, getattr(machar, word).flat[0])
frigate  | 2025-09-10 22:52:07.567300455  /usr/local/lib/python3.11/dist-packages/numpy/core/getlimits.py:89: UserWarning: The value of the smallest subnormal for <class 'numpy.float32'> type is zero.
frigate  | 2025-09-10 22:52:07.567302497    return self._float_to_str(self.smallest_subnormal)
frigate  | s6-rc: info: service nginx successfully started
frigate  | s6-rc: info: service certsync: starting
frigate  | s6-rc: info: service certsync successfully started
frigate  | s6-rc: info: service legacy-services: starting
frigate  | 2025-09-10 22:52:09.110956619  [INFO] Starting certsync...
frigate  | s6-rc: info: service legacy-services successfully started
frigate  | 2025-09-10 22:52:09.943242890  [2025-09-10 22:52:09] frigate.util.config            INFO    : Checking if frigate config needs migration...
frigate  | 2025-09-10 22:52:09.973247906  [2025-09-10 22:52:09] frigate.util.config            INFO    : frigate config does not need migration...
frigate  | 2025-09-10 22:52:11.472254721  [INFO] Starting go2rtc healthcheck service...
frigate  | 2025-09-10 22:52:11.492864648  2025/09/10 22:52:11 [error] 257#257: *1 connect() failed (111: Connection refused) while connecting to upstream, client: 127.0.0.1, server: , request: "GET /api/version HTTP/1.1", subrequest: "/auth", upstream: "http://127.0.0.1:5001/auth", host: "127.0.0.1:5000"
frigate  | 2025-09-10 22:52:11.492894399  2025/09/10 22:52:11 [error] 257#257: *1 auth request unexpected status: 502 while sending to client, client: 127.0.0.1, server: , request: "GET /api/version HTTP/1.1", host: "127.0.0.1:5000"
frigate  | 2025-09-10 22:52:14.991228080  [2025-09-10 22:52:14] frigate.config.config          WARNING : deck is configured to track ['canada_post', 'purolator', 'package', 'ups', 'fedex', 'amazon', 'face'] objects, which are not supported by the current model.
frigate  | 2025-09-10 22:52:16.614418304  2025/09/10 22:52:16 [error] 258#258: *3 connect() failed (111: Connection refused) while connecting to upstream, client: 127.0.0.1, server: , request: "GET /api/version HTTP/1.1", subrequest: "/auth", upstream: "http://127.0.0.1:5001/auth", host: "127.0.0.1:5000"
frigate  | 2025-09-10 22:52:16.614486556  2025/09/10 22:52:16 [error] 258#258: *3 auth request unexpected status: 502 while sending to client, client: 127.0.0.1, server: , request: "GET /api/version HTTP/1.1", host: "127.0.0.1:5000"
frigate  | 2025-09-10 22:52:17.296797622  [2025-09-10 22:52:17] frigate.config.config          WARNING : doorbell is configured to track ['canada_post', 'purolator', 'package', 'ups', 'fedex', 'amazon', 'face'] objects, which are not supported by the current model.
frigate  | 2025-09-10 22:52:17.301630649  [2025-09-10 22:52:17] frigate.app                    INFO    : Starting Frigate (0.16.1-e664cb2)
frigate  | 2025-09-10 22:52:17.310702855  [2025-09-10 22:52:17] frigate.app                    INFO    : Creating directory: /tmp/cache
frigate  | 2025-09-10 22:52:17.312400686  [2025-09-10 22:52:17] frigate.app                    INFO    : Creating directory: /media/frigate/clips/faces
frigate  | 2025-09-10 22:52:17.319577016  [2025-09-10 22:52:17] peewee_migrate.logs            INFO    : Starting migrations
frigate  | 2025-09-10 22:52:17.337141290  [2025-09-10 22:52:17] peewee_migrate.logs            INFO    : There is nothing to migrate
frigate  | 2025-09-10 22:52:17.379660258  [2025-09-10 22:52:17] frigate.app                    INFO    : Recording process started: 462
frigate  | 2025-09-10 22:52:17.383634890  [2025-09-10 22:52:17] frigate.app                    INFO    : Review process started: 464
frigate  | 2025-09-10 22:52:17.388624837  [2025-09-10 22:52:17] frigate.app                    INFO    : go2rtc process pid: 129
frigate  | 2025-09-10 22:52:17.433042014  [2025-09-10 22:52:17] detector.hailo                 INFO    : Starting detection process: 487
frigate  | 2025-09-10 22:52:17.448786831  [2025-09-10 22:52:17] frigate.app                    INFO    : Embedding process started: 490
frigate  | 2025-09-10 22:52:17.469248004  [2025-09-10 22:52:17] frigate.app                    INFO    : Output process started: 518
frigate  | 2025-09-10 22:52:17.523690577  loading data from : /config/model_cache/facedet/landmarkdet.yaml

Install method

Docker Compose

Object Detector

Other

Screenshots of the Frigate UI's System metrics pages

Any other information that may be helpful

No response

[NickM-27]

Your config is wrong, model needs to be at the root not a config under detector

[vicmike]

ugh, thank you can't believe I missed that. Previously when I was using the rkn detector the config example had the model under the detector.