Assistance Needed for Standalone Streaming Setup on Multiple OAK PoE Cameras

nikul · 2024-01-23T17:24:44+00:00

Hello Luxonis Community, I am working with three OAK cameras (OAK-1-PoE, OAK-D-PoE, and OAK-D Pro PoE) and aim to set them up as standalone devices. Each ca...

nikul

@jakaskerl
Hi, Thank you for getting back.
Can I set the focus manually. To the OAK 1.
Here is description of my device.
[{socket: CAM_A, sensorName: IMX378, width: 4056, height: 3040, orientation: AUTO, supportedTypes: [COLOR], hasAutofocus: 0, hasAutofocusIC: 1, name: color}]

jakaskerl

Hi @nikul
hasAutofocus is 0 so no.

Thanks,
Jaka

nikul

Thank you @jakaskerl
1. I am unable to setManualFocus with this.
# Start defining a pipeline

pipeline = dai.Pipeline()

# Define a source - color camera

cam = pipeline.create(dai.node.ColorCamera)

cam.setResolution(dai.ColorCameraProperties.SensorResolution.THE_1080_P)

cam.initialControl.setManualFocus(2)

[{socket: CAM_A, sensorName: IMX378, width: 4056, height: 3040, orientation: AUTO, supportedTypes: [COLOR], hasAutofocus: 0, hasAutofocusIC: 1, name: color}, {socket: CAM_B, sensorName: OV9282, width: 1280, height: 800, orientation: AUTO, supportedTypes: [MONO], hasAutofocus: 0, hasAutofocusIC: 0, name: left}, {socket: CAM_C, sensorName: OV9282, width: 1280, height: 800, orientation: AUTO, supportedTypes: [MONO], hasAutofocus: 0, hasAutofocusIC: 0, name: right}]

This camera does comes with Auto Focus features.
https://docs.luxonis.com/projects/hardware/en/latest/pages/NG9097pro/

I am getting error while installing depthAI viewer.

Requirement already satisfied: pip in c:\users\nikunayi\appdata\local\packages\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\localcache\local-packages\python311\site-packages\depthai_viewer\venv-0.1.6\lib\site-packages (23.2.1)

Collecting pip

Obtaining dependency information for pip from https://files.pythonhosted.org/packages/8a/6a/19e9fe04fca059ccf770861c7d5721ab4c2aebc539889e97c7977528a53b/pip-24.0-py3-none-any.whl.metadata

Downloading pip-24.0-py3-none-any.whl.metadata (3.6 kB)

Downloading pip-24.0-py3-none-any.whl (2.1 MB)

---------------------------------------- 2.1/2.1 MB 9.6 MB/s eta 0:00:00

Installing collected packages: pip

Attempting uninstall: pip

Found existing installation: pip 23.2.1

Uninstalling pip-23.2.1:

  Successfully uninstalled pip-23.2.1

Successfully installed pip-24.0

Looking in indexes: https://pypi.org/simple, https://artifacts.luxonis.com/artifactory/luxonis-python-snapshot-local/

Collecting depthai-sdk==1.13.1.dev0+b0340e0c4ad869711d7d5fff48e41c46fe41f475

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Collecting six>=1.5 (from python-dateutil<3.0.0,>=2.1->botocore<1.35.0,>=1.34.34->boto3->blobconverter>=1.4.1->depthai-sdk==1.13.1.dev0+b0340e0c4ad869711d7d5fff48e41c46fe41f475)

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Installing collected packages: types-PySide2, xmltodict, urllib3, six, Qt.py, PyYAML, pytube, packaging, numpy, jmespath, idna, depthai, charset-normalizer, certifi, sentry-sdk, requests, PyTurboJPEG, python-dateutil, opencv-contrib-python, marshmallow, depthai-pipeline-graph, ahrs, botocore, s3transfer, boto3, blobconverter, depthai-sdk

Creating virtual environment...

Error occurred during dependency installation: Command '['C:\\Users\\nikunayi\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python311\\site-packages\\depthai_viewer\\venv-0.1.6\\Scripts\\python', '-m', 'pip', 'install', 'depthai-sdk==1.13.1.dev0+b0340e0c4ad869711d7d5fff48e41c46fe41f475', '--extra-index-url', 'https://artifacts.luxonis.com/artifactory/luxonis-python-snapshot-local/']' returned non-zero exit status 1.

Traceback (most recent call last):

File "C:\Users\nikunayi\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\LocalCache\local-packages\Python311\site-packages\depthai_viewer\install_requirements.py", line 85, in create_venv_and_install_dependencies

subprocess.run(

File "C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.11_3.11.2032.0_x64__qbz5n2kfra8p0\Lib\subprocess.py", line 571, in run

raise CalledProcessError(retcode, process.args,

subprocess.CalledProcessError: Command '['C:\\Users\\nikunayi\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python311\\site-packages\\depthai_viewer\\venv-0.1.6\\Scripts\\python', '-m', 'pip', 'install', 'depthai-sdk==1.13.1.dev0+b0340e0c4ad869711d7d5fff48e41c46fe41f475', '--extra-index-url', 'https://artifacts.luxonis.com/artifactory/luxonis-python-snapshot-local/']' returned non-zero exit status 1.

Deleting partially created virtual environment: C:\Users\nikunayi\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\LocalCache\local-packages\Python311\site-packages\depthai_viewer\venv-0.1.6

Requirement already satisfied: pip in c:\users\nikunayi\appdata\local\packages\pythonsoftwarefoundation.python.3.11_qbz5n2kfra8p0\localcache\local-packages\python311\site-packages\depthai_viewer\venv-0.1.6\lib\site-packages (23.2.1)

Collecting pip

Obtaining dependency information for pip from https://files.pythonhosted.org/packages/8a/6a/19e9fe04fca059ccf770861c7d5721ab4c2aebc539889e97c7977528a53b/pip-24.0-py3-none-any.whl.metadata

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Installing collected packages: pip

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Found existing installation: pip 23.2.1

Uninstalling pip-23.2.1:

  Successfully uninstalled pip-23.2.1

Successfully installed pip-24.0

Looking in indexes: https://pypi.org/simple, https://artifacts.luxonis.com/artifactory/luxonis-python-snapshot-local/

Collecting depthai-sdk==1.13.1.dev0+b0340e0c4ad869711d7d5fff48e41c46fe41f475

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Installing collected packages: types-PySide2, xmltodict, urllib3, six, Qt.py, PyYAML, pytube, packaging, numpy, jmespath, idna, depthai, charset-normalizer, certifi, sentry-sdk, requests, PyTurboJPEG, python-dateutil, opencv-contrib-python, marshmallow, depthai-pipeline-graph, ahrs, botocore, s3transfer, boto3, blobconverter, depthai-sdk

Creating virtual environment...

Error occurred during dependency installation: Command '['C:\\Users\\nikunayi\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python311\\site-packages\\depthai_viewer\\venv-0.1.6\\Scripts\\python', '-m', 'pip', 'install', 'depthai-sdk==1.13.1.dev0+b0340e0c4ad869711d7d5fff48e41c46fe41f475', '--extra-index-url', 'https://artifacts.luxonis.com/artifactory/luxonis-python-snapshot-local/']' returned non-zero exit status 1.

Traceback (most recent call last):

File "C:\Users\nikunayi\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\LocalCache\local-packages\Python311\site-packages\depthai_viewer\install_requirements.py", line 85, in create_venv_and_install_dependencies

subprocess.run(

File "C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.11_3.11.2032.0_x64__qbz5n2kfra8p0\Lib\subprocess.py", line 571, in run

raise CalledProcessError(retcode, process.args,

subprocess.CalledProcessError: Command '['C:\\Users\\nikunayi\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python311\\site-packages\\depthai_viewer\\venv-0.1.6\\Scripts\\python', '-m', 'pip', 'install', 'depthai-sdk==1.13.1.dev0+b0340e0c4ad869711d7d5fff48e41c46fe41f475', '--extra-index-url', 'https://artifacts.luxonis.com/artifactory/luxonis-python-snapshot-local/']' returned non-zero exit status 1.

Deleting partially created virtual environment: C:\Users\nikunayi\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\LocalCache\local-packages\Python311\site-packages\depthai_viewer\venv-0.1.6


Thank you.

jakaskerl

Hi @nikul
You probably have the FF variant.

Thanks,
Jaka

nikul

jakaskerl

Hi @Jackmarks Thank you for getting back.

Couple weeks back when I tried, I was able to set focus. I did not try all the parameters but set focus to 0 and it was all blur.

Thank you

jakaskerl

Hi @nikul
Are you sure it was the same camera?
Try with https://docs.luxonis.com/projects/api/en/latest/samples/ColorCamera/rgb_camera_control/.

Control:      key[dec/inc]  min..max
  exposure time:     I   O      1..33000 [us]
  sensitivity iso:   K   L    100..1600
  focus:             ,   .      0..255 [far..near]
  white balance:     N   M   1000..12000 (light color temperature K)

Thanks,
Jaka

nikul

Turns out the setResolution() also something which not really working for me. whatever perameter I set in my video surveillance system it is showing 1080.

Also I want to crop the streaming and want to get only center of the video, can you show my how can I apply this considering the code I have provided above.

Thank you.

jakaskerl

nikul Turns out the setResolution() also something which not really working for me. whatever perameter I set in my video surveillance system it is showing 1080.

Please add a MRE of this issue so we can pinpoint the culprit.

nikul Also I want to crop the streaming and want to get only center of the video, can you show my how can I apply this considering the code I have provided above.

Create a ImgManip node
Link camRgb as input, and pipe the output to whatever you need (streaming/NN/etc)
use Imagemanip's manip.initialConfig.setCropRect() or manip.initialConfig.setCenterCrop()
Keep in mind, values for the second one are normalized (0-1)

Thanks,
Jaka

nikul

jakaskerl Thank You.

import depthai as dai
import time

# Start defining a pipeline
pipeline = dai.Pipeline()
# Define a source - color camera
cam = pipeline.create(dai.node.ColorCamera)
cam.setFps(60)
cam.setResolution(dai.ColorCameraProperties.SensorResolution.THE_720_P)
cam.initialControl.setManualFocus(185) # 0..255

manip = pipeline.create(dai.node.ImageManip)
manip.initialConfig.setCropRect(0.3917, 0.3574, 0.6083, 0.7426)

# VideoEncoder
jpeg = pipeline.create(dai.node.VideoEncoder)
jpeg.setDefaultProfilePreset(cam.getFps(), dai.VideoEncoderProperties.Profile.MJPEG)


# Script node
script = pipeline.create(dai.node.Script)

script.setProcessor(dai.ProcessorType.LEON_CSS)
script.setScript("""
    import time
    import socket
    import fcntl
    import struct
    from socketserver import ThreadingMixIn
    from http.server import BaseHTTPRequestHandler, HTTPServer

    PORT = 8080

    def get_ip_address(ifname):
        s = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
        return socket.inet_ntoa(fcntl.ioctl(
            s.fileno(),
            -1071617759,  # SIOCGIFADDR
            struct.pack('256s', ifname[:15].encode())
        )[20:24])

    class ThreadingSimpleServer(ThreadingMixIn, HTTPServer):
        pass

    class HTTPHandler(BaseHTTPRequestHandler):
        def do_GET(self):
            if self.path == '/':
                self.send_response(200)
                self.end_headers()
                self.wfile.write(b'<h1>[DepthAI] Hello, world!</h1><p>Click <a href="img">here</a> for an image</p>')
            elif self.path == '/img':
                try:
                    self.send_response(200)
                    self.send_header('Content-type', 'multipart/x-mixed-replace; boundary=--jpgboundary')
                    self.end_headers()
                    fpsCounter = 0
                    timeCounter = time.time()
                    while True:
                        jpegImage = node.io['jpeg'].get()
                        self.wfile.write("--jpgboundary".encode())
                        self.wfile.write(bytes([13, 10]))
                        self.send_header('Content-type', 'image/jpeg')
                        self.send_header('Content-length', str(len(jpegImage.getData())))
                        self.end_headers()
                        self.wfile.write(jpegImage.getData())
                        self.end_headers()

                        fpsCounter = fpsCounter + 1
                        if time.time() - timeCounter > 1:
                            node.warn(f'FPS: {fpsCounter}')
                            fpsCounter = 0
                            timeCounter = time.time()
                except Exception as ex:
                    node.warn(str(ex))

    with ThreadingSimpleServer(("", PORT), HTTPHandler) as httpd:
        node.warn(f"Serving at {get_ip_address('re0')}:{PORT}")
        httpd.serve_forever()
""")

# Connections
# Linking
cam.video.link(manip.inputImage)  # Link camera to ImageManip
manip.out.link(jpeg.input)  # Link ImageManip to VideoEncoder
jpeg.bitstream.link(script.inputs['jpeg'])

I was able to crop the frame but resolution issue is still the same.

jakaskerl

Hi @nikul
I think 720P is not supported on IMX378, that's why it's defaulting to 1080p. Other (higher) resolution should work as intended.
And you should be getting a warning for unsupported resolution in the depthai during bootup.

Thanks,
Jaka

nikul

jakaskerl Thank you.
Is there anyway we can reduce the bitrate in MJPEG streaming.

jakaskerl

Hi @nikul
setQuality (https://docs.luxonis.com/projects/api/en/latest/references/python/#depthai.node.VideoEncoder.setQuality) should reduce the bitrate afaik.

Thanks,
Jaka

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