[Detector Support]: No objects being detected at all

[Longpiggy]

Describe the problem you are having

I can see within the debug view the motion boxes (and only the red motion boxes, no green areas of interest), but no actual detections are being performed at all and no events made

Version

0.14.1-f4f3cfa

Frigate config file

mqtt:
  enabled: true
  host: 192.168.1.121
  user: dan
  password: myPass
  port: 1883
  topic_prefix: frigate
  client_id: frigate
  stats_interval: 60

#detectors:
#  deepstack:
#    api_url: http://192.168.1.121:8040/predict
#    type: deepstack
#    api_timeout: 0.1

detectors:
  tensorrt:
    type: tensorrt

model:
  width: 640
  height: 640
  input_tensor: nhwc
  input_pixel_format: bgr
  path: /config/model_cache/tensorrt/yolov7x-640.trt

record:
  enabled: true
  retain:
    mode: all
  events:
    pre_capture: 5
    retain:
      default: 30
      mode: all


snapshots:
  enabled: true
  clean_copy: true
  timestamp: false
  crop: true
  retain:
    default: 20
    objects:
      person: 30

ffmpeg:
  hwaccel_args: preset-nvidia-h264
  output_args:
    record: preset-record-generic-audio-aac

detect:
  fps: 5

objects:
  track:
    - person

go2rtc:
  streams:
    Gate1:
      - rtsp://admin:[email protected]:554/stream1  # Main stream
    GateSub:
      - rtsp://admin:[email protected]:554/stream2  # Substream

cameras:
  Gate1:
    ffmpeg:
      inputs:
        - path: rtsp://192.168.1.121:8554/Gate1
          input_args: preset-rtsp-restream
          roles:
            - record
        - path: rtsp://192.168.1.121:8554/GateSub
          input_args: preset-rtsp-restream
          roles:
            - detect
    zones:
      neighbour:
        coordinates: 
          0.549,0.321,0.555,0.215,0.537,0.179,0.539,0.145,0.666,0.19,0.659,0.344,0.707,0.355,0.678,0.728,0.45,0.645
        inertia: 2
        loitering_time: 0
        objects: person
      gate:
        coordinates: 0.505,0.67,0.41,1,0.673,1,0.679,0.734
        inertia: 2
        loitering_time: 0
        objects: person
      SoiTemp:
        coordinates: 0,1,0.317,1,0.534,0.309,0.48,0,0,0.409
        loitering_time: 0
        objects: person
        inertia: 3
    motion:
      mask:
        - 0,0,0,0.388,0.372,0.084,0.372,0
        - 0.674,0,0.674,0.054,0.857,0.061,1,0.264,1,0
      threshold: 30
      contour_area: 10
      improve_contrast: 'true'
    review:
      alerts:
        required_zones:
          - neighbour
          - gate
          - SoiTemp
      detections:
        required_zones:
          - SoiTemp
          - neighbour
          - gate
auth:
  enabled: true
  reset_admin_password: false

version: 0.14

camera_groups:
  Gate_1:
    order: 1
    icon: LuAlignJustify
    cameras:
      - Gate1

docker-compose file or Docker CLI command

services:
  frigate:
    container_name: frigate
    environment:
      - YOLO_MODELS=yolov7x-640
    privileged: true
    restart: unless-stopped
    image: ghcr.io/blakeblackshear/frigate:stable-tensorrt
    shm_size: 500mb
    deploy:
      resources:
        reservations:
          devices:
            - driver: nvidia
              count: 1
              capabilities:
                - gpu
    volumes:
      - /etc/localtime:/etc/localtime:ro
      - ./config:/config
      - ./storage:/media/frigate
      - type: tmpfs
        target: /tmp/cache
        tmpfs:
          size: 1000000000
    ports:
      - 8971:8971
      - 8554:8554 # RTSP feeds
      - 8555:8555/tcp # WebRTC over tcp
      - 8555:8555/udp # WebRTC over udp
    network_mode: host

Relevant Frigate log output

2025-01-06 14:51:39.626998370  [INFO] Preparing Frigate...
2025-01-06 14:51:39.637084742  [INFO] Starting Frigate...
2025-01-06 14:51:40.979871069  [2025-01-06 14:51:40] frigate.app                    INFO    : Starting Frigate (0.14.1-f4f3cfa)
2025-01-06 14:51:40.979980557  [2025-01-06 14:51:40] frigate.util.config            INFO    : Checking if frigate config needs migration...
2025-01-06 14:51:41.001576218  [2025-01-06 14:51:41] frigate.util.config            INFO    : frigate config does not need migration...
2025-01-06 14:51:47.008819287  [2025-01-06 14:51:47] peewee_migrate.logs            INFO    : Starting migrations
2025-01-06 14:51:47.009076687  [2025-01-06 14:51:47] peewee_migrate.logs            INFO    : There is nothing to migrate
2025-01-06 14:51:47.017408908  [2025-01-06 14:51:47] frigate.app                    INFO    : Recording process started: 392
2025-01-06 14:51:47.025987974  [2025-01-06 14:51:47] frigate.app                    INFO    : Recording process started: 401
2025-01-06 14:51:47.028464281  [2025-01-06 14:51:47] frigate.app                    INFO    : go2rtc process pid: 104
2025-01-06 14:51:47.065260557  [2025-01-06 14:51:47] frigate.app                    INFO    : Output process started: 424
2025-01-06 14:51:47.094249648  [2025-01-06 14:51:47] frigate.app                    INFO    : Camera processor started for Gate1: 438
2025-01-06 14:51:47.099388042  [2025-01-06 14:51:47] frigate.app                    INFO    : Capture process started for Gate1: 445
2025-01-06 14:51:47.187585607  [2025-01-06 14:51:47] detector.tensorrt              INFO    : Starting detection process: 421
2025-01-06 14:51:47.433513691  [2025-01-06 14:51:47] frigate.detectors.plugins.tensorrt INFO    : Loaded engine size: 137 MiB
2025-01-06 14:51:47.586816496  [2025-01-06 14:51:47] frigate.detectors.plugins.tensorrt INFO    : [MemUsageChange] Init cuBLAS/cuBLASLt: CPU +6, GPU +8, now: CPU 276, GPU 240 (MiB)
2025-01-06 14:51:47.593897179  [2025-01-06 14:51:47] frigate.detectors.plugins.tensorrt INFO    : [MemUsageChange] Init cuDNN: CPU +2, GPU +10, now: CPU 278, GPU 250 (MiB)
2025-01-06 14:51:47.607599449  [2025-01-06 14:51:47] frigate.detectors.plugins.tensorrt INFO    : [MemUsageChange] TensorRT-managed allocation in engine deserialization: CPU +0, GPU +140, now: CPU 0, GPU 140 (MiB)
2025-01-06 14:51:47.620537846  [2025-01-06 14:51:47] frigate.detectors.plugins.tensorrt INFO    : [MemUsageChange] Init cuBLAS/cuBLASLt: CPU +0, GPU +8, now: CPU 141, GPU 248 (MiB)
2025-01-06 14:51:47.621440845  [2025-01-06 14:51:47] frigate.detectors.plugins.tensorrt INFO    : [MemUsageChange] Init cuDNN: CPU +0, GPU +8, now: CPU 141, GPU 256 (MiB)
2025-01-06 14:51:47.621452420  [2025-01-06 14:51:47] frigate.detectors.plugins.tensorrt INFO    : [MemUsageChange] TensorRT-managed allocation in IExecutionContext creation: CPU +0, GPU +74, now: CPU 0, GPU 214 (MiB)

Install method

Docker Compose

Object Detector

TensorRT

Screenshots of the Frigate UI's System metrics pages

Any other information that may be helpful

I have tried this with the 320 model as well and same behaviour applies. You'll note from my config I also tested YoloStack, this worked OK in detecting objects.

I've done a complete "reinstall" and this has not fixed it. Also, the behaviour is the same regardless on whether I use go2rtc or not, though I'm not sure if that even matters.

The behaviour is the same whether I just use the main stream or not, and I've tried both rgb and bgr

Running latest (L)Ubuntu

[Longpiggy]

Camera stream configs in case that helps at all:

[Longpiggy]

I'm so sorry, I just found #11142 (reply in thread) and made the exact change myself and it instantly started working. Apologies.