Error Calling Deepstack API

[1Kris]

Describe the problem you are having

I am attempting to run Deepstack as a detector, but I have been unable to connect. The Deepstack page is visible at http://192.168.0.8:5001, but I am unable to connect. I have tried varying ports, IPs, etc.

Version

0.13.2-6476F8A

Frigate config file

mqtt:
  enabled: false
ffmpeg:
  #hwaccel_args: preset-intel-qsv-h264
  hwaccel_args: preset-vaapi
detectors:
  coral1:
    type: edgetpu
    device: pci:0
  deepstack:
    api_url: 192.168.0.8:5001/v1/vision/detection
    type: deepstack
    api_timeout: 0.1 # seconds
#Global Object Settings
objects:
  track:
  - person
  - car
  - cat
  - dog
  - bicycle
  - motorcycle
  - amazon
  - fedex
  - ups
  - USPS
  filters:
    person:
      min_area: 250
      max_area: 100000
      threshold: 0.60
    car:
      min_area: 600
      max_area: 100000
      threshold: 0.58
record:
  enabled: true
  retain:
    days: 30
    mode: active_objects
  events:
    retain:
      default: 30
      mode: active_objects
    pre_capture: 3
    post_capture: 3
    objects:
    - person
    - car
    - cat
    - dog
    - bicycle
    - motorcycle
    - amazon
    - fedex
    - ups
    - USPS
cameras:
  Front_Cam:
    webui_url: https://192.168.2.10/doc/page/config.asp
    ffmpeg:
      inputs:
        # High Resolution Stream
      - path: rtsp://192.168.2.10:554
        roles:
        - record
        # Low Resolution Stream
      - path: rtsp://192.168.2.10:554/Streaming/Channels/102
        roles:
        - detect
    detect:
      width: 1280
      height: 720
      fps: 5
    objects:
      track:
        - person
        - car
        - cat
        - dog
        - bicycle
        - motorcycle
        - amazon
        - fedex
        - ups
        - USPS
    motion:
      mask:
      - 1280,164,1280,0,0,0,0,112
      - 310,378,328,535,496,565,728,584,826,720,0,720,0,326
      - 831,249,821,313,810,313,813,245
  Driveway_Cam:
    webui_url: https://192.168.2.11/doc/page/config.asp
    ffmpeg:
      inputs:
        # High Resolution Stream
      - path: rtsp://192.168.2.11:554
        roles:
        - record
        # Low Resolution Stream
      - path: rtsp://192.168.2.11:554/Streaming/Channels/102
        roles:
        - detect
    detect:
      width: 1280
      height: 720
      fps: 5
    objects:
      track:
        - person
        - car
        - cat
        - amazon
        - fedex
        - ups
    motion:
      mask:
      - 1035,626,1167,576,1280,683,1280,720,886,720
      - 169,0,154,142,87,142,87,0
  Livingroom_Cam:
    webui_url: https://192.168.2.12/doc/page/config.asp
    ffmpeg:
      inputs:
        # High Resolution Stream
      - path: rtsp://192.168.2.12:554
        roles:
        - record
        # Low Resolution Stream
      - path: rtsp://192.168.2.12:554 # rtsp://192.168.2.12:554/Streaming/Channels/102
        roles:
        - detect
    detect:
      width: 3840
      height: 2160
      fps: 5
    objects:
      track:
        - person
telemetry:
  # Optional: Enabled network interfaces for bandwidth stats monitoring (default: empty list, let nethogs search all)
  network_interfaces:
  - eth
  - enp
  - eno
  - ens
  - wl
  - lo
  # Optional: Configure system stats
  stats:
    # Enable Intel GPU stats (default: shown below)
    intel_gpu_stats: true
    # Enable network bandwidth stats monitoring for camera ffmpeg processes, go2rtc, and object detectors. (default: shown below)
    # NOTE: The container must either be privileged or have cap_net_admin, cap_net_raw capabilities enabled.
    network_bandwidth: true
  # Optional: Enable the latest version outbound check (default: shown below)
  # NOTE: If you use the HomeAssistant integration, disabling this will prevent it from reporting new versions
  version_check: true

Relevant log output

2024-03-08 22:22:45.698846071  [2024-03-08 22:22:45] frigate.detectors.plugins.deepstack ERROR   : Error calling deepstack API

Frigate stats

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        },
        "1018": {
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        },
        "1021": {
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        }
    },
    "cameras": {
        "Driveway_Cam": {
            "audio_dBFS": 0,
            "audio_rms": 0,
            "camera_fps": 5.1,
            "capture_pid": 1002,
            "detection_enabled": 1,
            "detection_fps": 0.7,
            "ffmpeg_pid": 1008,
            "pid": 995,
            "process_fps": 5.1,
            "skipped_fps": 0
        },
        "Front_Cam": {
            "audio_dBFS": 0,
            "audio_rms": 0,
            "camera_fps": 5,
            "capture_pid": 999,
            "detection_enabled": 1,
            "detection_fps": 0,
            "ffmpeg_pid": 1004,
            "pid": 994,
            "process_fps": 5,
            "skipped_fps": 0
        },
        "Livingroom_Cam": {
            "audio_dBFS": 0,
            "audio_rms": 0,
            "camera_fps": 5.1,
            "capture_pid": 1006,
            "detection_enabled": 1,
            "detection_fps": 3.1,
            "ffmpeg_pid": 1014,
            "pid": 997,
            "process_fps": 5.1,
            "skipped_fps": 0
        }
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            "cpu": "0.0",
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            "cpu": "0.0",
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        },
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            "cmdline": "ffmpeg -f rawvideo -pix_fmt yuv420p -video_size 1280x720 -i pipe: -f mpegts -s 1280x720 -codec:v mpeg1video -q 8 -bf 0 pipe:",
            "cpu": "0.0",
            "cpu_average": "0",
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            "mem": "0.5"
        },
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            "cpu": "2.2",
            "cpu_average": "16",
            "mem": "0.5"
        },
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            "cpu": "4.3",
            "cpu_average": "83",
            "mem": "0.6"
        },
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            "cmdline": "frigate.capture:Front_Cam",
            "cpu": "1.4",
            "cpu_average": "0",
            "mem": "0.4"
        },
        "1002": {
            "cmdline": "frigate.capture:Driveway_Cam",
            "cpu": "1.5",
            "cpu_average": "0",
            "mem": "0.4"
        },
        "1004": {
            "cmdline": "ffmpeg -hide_banner -loglevel warning -threads 2 -hwaccel_flags allow_profile_mismatch -hwaccel vaapi -hwaccel_device /dev/dri/renderD128 -hwaccel_output_format vaapi -user_agent FFmpeg Frigate/0.13.2-6476f8a -avoid_negative_ts make_zero -fflags +genpts+discardcorrupt -rtsp_transport tcp -timeout 5000000 -use_wallclock_as_timestamps 1 -i rtsp://*:*@192.168.2.10:554/Streaming/Channels/102 -r 5 -vf fps=5,scale_vaapi=w=1280:h=720:format=nv12,hwdownload,format=nv12,format=yuv420p -threads 2 -f rawvideo -pix_fmt yuv420p pipe:",
            "cpu": "3.9",
            "cpu_average": "2",
            "mem": "0.2"
        },
        "1006": {
            "cmdline": "frigate.capture:Livingroom_Cam",
            "cpu": "5.0",
            "cpu_average": "3",
            "mem": "0.5"
        },
        "1008": {
            "cmdline": "ffmpeg -hide_banner -loglevel warning -threads 2 -hwaccel_flags allow_profile_mismatch -hwaccel vaapi -hwaccel_device /dev/dri/renderD128 -hwaccel_output_format vaapi -user_agent FFmpeg Frigate/0.13.2-6476f8a -avoid_negative_ts make_zero -fflags +genpts+discardcorrupt -rtsp_transport tcp -timeout 5000000 -use_wallclock_as_timestamps 1 -i rtsp://*:*@192.168.2.11:554/Streaming/Channels/102 -r 5 -vf fps=5,scale_vaapi=w=1280:h=720:format=nv12,hwdownload,format=nv12,format=yuv420p -threads 2 -f rawvideo -pix_fmt yuv420p pipe:",
            "cpu": "3.9",
            "cpu_average": "2",
            "mem": "0.2"
        },
        "1014": {
            "cmdline": "ffmpeg -hide_banner -loglevel warning -threads 2 -hwaccel_flags allow_profile_mismatch -hwaccel vaapi -hwaccel_device /dev/dri/renderD128 -hwaccel_output_format vaapi -user_agent FFmpeg Frigate/0.13.2-6476f8a -avoid_negative_ts make_zero -fflags +genpts+discardcorrupt -rtsp_transport tcp -timeout 5000000 -use_wallclock_as_timestamps 1 -i rtsp://*:*@192.168.2.12:554 -r 5 -vf fps=5,scale_vaapi=w=3840:h=2160:format=nv12,hwdownload,format=nv12,format=yuv420p -threads 2 -f rawvideo -pix_fmt yuv420p pipe:",
            "cpu": "20.6",
            "cpu_average": "19",
            "mem": "0.4"
        },
        "1017": {
            "cmdline": "ffmpeg -hide_banner -loglevel warning -threads 2 -hwaccel_flags allow_profile_mismatch -hwaccel vaapi -hwaccel_device /dev/dri/renderD128 -hwaccel_output_format vaapi -user_agent FFmpeg Frigate/0.13.2-6476f8a -avoid_negative_ts make_zero -fflags +genpts+discardcorrupt -rtsp_transport tcp -timeout 5000000 -use_wallclock_as_timestamps 1 -i rtsp://*:*@192.168.2.10:554 -f segment -segment_time 10 -segment_format mp4 -reset_timestamps 1 -strftime 1 -c copy -an /tmp/cache/Front_Cam@%Y%m%d%H%M%S%z.mp4",
            "cpu": "3.3",
            "cpu_average": "2",
            "mem": "0.1"
        },
        "1018": {
            "cmdline": "ffmpeg -hide_banner -loglevel warning -threads 2 -hwaccel_flags allow_profile_mismatch -hwaccel vaapi -hwaccel_device /dev/dri/renderD128 -hwaccel_output_format vaapi -user_agent FFmpeg Frigate/0.13.2-6476f8a -avoid_negative_ts make_zero -fflags +genpts+discardcorrupt -rtsp_transport tcp -timeout 5000000 -use_wallclock_as_timestamps 1 -i rtsp://*:*@192.168.2.11:554 -f segment -segment_time 10 -segment_format mp4 -reset_timestamps 1 -strftime 1 -c copy -an /tmp/cache/Driveway_Cam@%Y%m%d%H%M%S%z.mp4",
            "cpu": "3.6",
            "cpu_average": "2",
            "mem": "0.1"
        },
        "1021": {
            "cmdline": "ffmpeg -hide_banner -loglevel warning -threads 2 -hwaccel_flags allow_profile_mismatch -hwaccel vaapi -hwaccel_device /dev/dri/renderD128 -hwaccel_output_format vaapi -user_agent FFmpeg Frigate/0.13.2-6476f8a -avoid_negative_ts make_zero -fflags +genpts+discardcorrupt -rtsp_transport tcp -timeout 5000000 -use_wallclock_as_timestamps 1 -i rtsp://*:*@192.168.2.12:554 -f segment -segment_time 10 -segment_format mp4 -reset_timestamps 1 -strftime 1 -c copy -an /tmp/cache/Livingroom_Cam@%Y%m%d%H%M%S%z.mp4",
            "cpu": "0.6",
            "cpu_average": "0",
            "mem": "0.1"
        },
        "1642": {
            "cmdline": "sleep 30s",
            "cpu": "0.0",
            "cpu_average": "0",
            "mem": "0.0"
        }
    },
    "detection_fps": 3.8,
    "detectors": {
        "coral1": {
            "detection_start": 1709958246.678712,
            "inference_speed": 6.86,
            "pid": 886
        },
        "deepstack": {
            "detection_start": 0,
            "inference_speed": 1.51,
            "pid": 897
        }
    },
    "gpu_usages": {
        "intel-vaapi": {
            "gpu": "2.29%",
            "mem": "-%"
        }
    },
    "processes": {
        "go2rtc": {
            "pid": 89
        },
        "logger": {
            "pid": 871
        },
        "recording": {
            "pid": 873
        }
    },
    "service": {
        "last_updated": 1709958251,
        "latest_version": "0.13.2",
        "storage": {
            "/dev/shm": {
                "free": 367.3,
                "mount_type": "tmpfs",
                "total": 384,
                "used": 16.7
            },
            "/media/frigate/clips": {
                "free": 4415.6,
                "mount_type": "overlay",
                "total": 15035,
                "used": 9948.1
            },
            "/media/frigate/recordings": {
                "free": 4415.6,
                "mount_type": "overlay",
                "total": 15035,
                "used": 9948.1
            },
            "/tmp/cache": {
                "free": 4415.6,
                "mount_type": "overlay",
                "total": 15035,
                "used": 9948.1
            }
        },
        "temperatures": {
            "apex_0": 60.55
        },
        "uptime": 110,
        "version": "0.13.2-6476f8a"
    }
}

Operating system

Proxmox

Install method

Docker Compose

Coral version

PCIe

Any other information that may be helpful

[platbr]

Maybe

api_url: 192.168.0.8:5001/v1/vision/detection

to

api_url: http://192.168.0.8:5001/v1/vision/detection

[kini24]

I have the same problem, but the connection address is listed as http://192.168.1.100/v1/vision/detection . The error is still present. In this case, Double take is normally connected to the address http://192.168.1.100:32168

[PauloBettin]

I have se same problem too.

I can see many calls on Deepstack log but frigate dont work.

[kronenberk]

Same here, multiple calls on deepstack but frigate throws error

[pixbalance]

Same topic here. Any solution found?

frigate.detectors.plugins.deepstack ERROR : Error calling deepstack API

[minlaxz]

Maybe you need to increase api_timeout: 0.1 # seconds to something like 1s.
In docs, 0.1 seconds means 100 milliseconds, so if Deepstack cannot respond in 100ms here, Frigate will throw an request.exceptions.RequestException error.