406 Human Pose Estimation 3D #606

spencergotowork · 2022-08-08T01:59:12Z

3D Human Pose Estimation with OpenVINO

This demo contains 3D multi-person pose estimation demo. Intel OpenVINO™ backend can be used for fast inference on CPU. It is based on Lightweight OpenPose and Single-Shot Multi-Person 3D Pose Estimation From Monocular RGB papers.

The implementation of this demo starts with the ideas I originally wrote about in my blog
There are two options involved in this pull request. One is to use WebGL, which interacts with the browser, and the other is to use the less dependent OpenCV, which implements a basic 3D visual library.

406-human-pose-estimation-3d

This demo allows you to use the mouse to change the angle of view from which you view an object.

406-opencv-human-pose-estimation-3d

This example allows you to use the keyboard to move your camera and press ESC to exit.(You need to set use_popup=True firstly)

adrianboguszewski · 2022-08-08T10:04:28Z

Hi @spencergotowork. Is it ready for review or do you still need to work on this?

spencergotowork · 2022-08-08T14:34:03Z

Hi @spencergotowork. Is it ready for review or do you still need to work on this?

Yes, Adrian,thank you for your reply. I will still need to work on this. This might not the final project. Are you going to close this PR？If necessary, I will resubmit a new PR after finishing the final project.

adrianboguszewski · 2022-08-08T14:46:16Z

So I converted it to draft to mark it as not ready. No need to close it.

spencergotowork · 2022-08-08T14:48:21Z

So I converted it to draft to mark it as not ready. No need to close it.

Okay, I got it. Thank you

raymondlo84 · 2022-10-04T20:54:10Z

pythreejs

we are missing this in the requirements.txt

raymondlo84 · 2022-10-04T21:04:04Z

I don't see the results on the left side? Have you tested this on Mac or Linux?

raymondlo84 · 2022-10-04T21:04:45Z

Please make sure it exits gracefully. Catch the exception before it ends.

raymondlo84 · 2022-10-04T21:09:11Z

The OpenCV one works but the default 'view' of the 3D pose is really bad. Please find a new angle that will show the perspective as clearly as possible.
Also, it seems that the webcam image got 'resized' wrongly. The aspect ratio should never be changed, and please address that in the code.

raymondlo84 · 2022-10-04T21:10:15Z

As you can see the aspect ratio is wrong, and the left side the visualization part is really hard to see. Please address.

raymondlo84 · 2022-10-04T21:11:19Z

FYI for the error behind the scene. I think that's why it was not drawing correctly.

2022-10-04 17:07:52.512 Python[985:3590991] CMIOMS: Device unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.512 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.512 Python[985:3590991] CMIOMS: Device unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.512 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.512 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIODevicePropertyStreams self=0x112da36f8 hasProperty=1
2022-10-04 17:07:52.512 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectGetPropertyDataSize Device(36) kCMIODevicePropertyStreams self=0x112da36f8 size=4
2022-10-04 17:07:52.513 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIODevicePropertyStreams self=0x112da36f8 hasProperty=1
2022-10-04 17:07:52.513 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectGetPropertyData Device(36) kCMIODevicePropertyStreams self=0x112da36f8 data(int)=37
2022-10-04 17:07:52.513 Python[985:3590991] CMIOMS: Stream unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.513 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Stream(37) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.513 Python[985:3590991] CMIOMS: Stream unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.513 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Stream(37) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.513 Python[985:3590991] CMIOMS: Stream unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.513 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Stream(37) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.513 Python[985:3590991] CMIOMS: Device unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.513 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.514 Python[985:3590991] CMIOMS: Device unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.514 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.514 Python[985:3590991] CMIOMS: Device unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.514 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.514 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIODevicePropertyStreams self=0x112da36f8 hasProperty=1
2022-10-04 17:07:52.514 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectGetPropertyDataSize Device(36) kCMIODevicePropertyStreams self=0x112da36f8 size=4
2022-10-04 17:07:52.514 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIODevicePropertyStreams self=0x112da36f8 hasProperty=1
2022-10-04 17:07:52.514 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectGetPropertyData Device(36) kCMIODevicePropertyStreams self=0x112da36f8 data(int)=37
2022-10-04 17:07:52.514 Python[985:3590991] CMIOMS: Stream unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.514 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Stream(37) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.515 Python[985:3590991] CMIOMS: Stream unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.515 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Stream(37) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.515 Python[985:3590991] CMIOMS: Stream unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.515 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Stream(37) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.515 Python[985:3590991] CMIOMS: Device unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.515 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.515 Python[985:3590991] CMIOMS: Device unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.515 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.515 Python[985:3590991] CMIOMS: Device unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.515 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.515 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIODevicePropertyStreams self=0x112da36f8 hasProperty=1
2022-10-04 17:07:52.516 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectGetPropertyDataSize Device(36) kCMIODevicePropertyStreams self=0x112da36f8 size=4
2022-10-04 17:07:52.516 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIODevicePropertyStreams self=0x112da36f8 hasProperty=1
2022-10-04 17:07:52.516 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectGetPropertyData Device(36) kCMIODevicePropertyStreams self=0x112da36f8 data(int)=37
2022-10-04 17:07:52.516 Python[985:3590991] CMIOMS: Stream unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.516 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Stream(37) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.516 Python[985:3590991] CMIOMS: Stream unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.516 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Stream(37) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.516 Python[985:3590991] CMIOMS: Stream unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.516 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Stream(37) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.516 Python[985:3590991] CMIOMS: Device unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.516 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.517 Python[985:3590991] CMIOMS: Device unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.517 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.517 Python[985:3590991] CMIOMS: Device unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.517 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.517 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIODevicePropertyStreams self=0x112da36f8 hasProperty=1
2022-10-04 17:07:52.517 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectGetPropertyDataSize Device(36) kCMIODevicePropertyStreams self=0x112da36f8 size=4
2022-10-04 17:07:52.517 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIODevicePropertyStreams self=0x112da36f8 hasProperty=1
2022-10-04 17:07:52.517 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectGetPropertyData Device(36) kCMIODevicePropertyStreams self=0x112da36f8 data(int)=37
2022-10-04 17:07:52.517 Python[985:3590991] CMIOMS: Stream unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.517 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Stream(37) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.517 Python[985:3590991] CMIOMS: Stream unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.518 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Stream(37) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.518 Python[985:3590991] CMIOMS: Stream unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.518 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Stream(37) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.518 Python[985:3590991] CMIOMS: Device unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.518 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.518 Python[985:3590991] CMIOMS: Device unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.518 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.518 Python[985:3590991] CMIOMS: Device unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.518 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.518 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIODevicePropertyStreams self=0x112da36f8 hasProperty=1
2022-10-04 17:07:52.519 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectGetPropertyDataSize Device(36) kCMIODevicePropertyStreams self=0x112da36f8 size=4
2022-10-04 17:07:52.519 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIODevicePropertyStreams self=0x112da36f8 hasProperty=1
2022-10-04 17:07:52.519 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectGetPropertyData Device(36) kCMIODevicePropertyStreams self=0x112da36f8 data(int)=37
2022-10-04 17:07:52.519 Python[985:3590991] CMIOMS: Stream unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.519 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Stream(37) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.519 Python[985:3590991] CMIOMS: Stream unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.519 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Stream(37) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.519 Python[985:3590991] CMIOMS: Stream unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.520 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Stream(37) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.520 Python[985:3590991] CMIOMS: Device unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.520 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.520 Python[985:3590991] CMIOMS: Device unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.520 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.520 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIODevicePropertyTransportType self=0x112da36f8 hasProperty=1
2022-10-04 17:07:52.520 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectGetPropertyData Device(36) kCMIODevicePropertyTransportType self=0x112da36f8 data(int)=1651274862
2022-10-04 17:07:52.520 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIODevicePropertyStreams self=0x112da36f8 hasProperty=1
2022-10-04 17:07:52.521 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectGetPropertyDataSize Device(36) kCMIODevicePropertyStreams self=0x112da36f8 size=4
2022-10-04 17:07:52.521 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIODevicePropertyStreams self=0x112da36f8 hasProperty=1
2022-10-04 17:07:52.521 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectGetPropertyData Device(36) kCMIODevicePropertyStreams self=0x112da36f8 data(int)=37
2022-10-04 17:07:52.521 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectSetPropertyData Stream(37) kCMIOObjectPropertyListenerAdded self=0x112da36f8 data(int)=1885762592
2022-10-04 17:07:52.521 Python[985:3590991] CMIOMS: Stream unhandled setPropertyDataWithAddress for kCMIOObjectPropertyListenerAdded
2022-10-04 17:07:52.521 Python[985:3590991] CMIOMS: Stream unhandled hasPropertyWithAddress for Unknown selector: nefc
2022-10-04 17:07:52.521 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Stream(37) Unknown selector: nefc self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.522 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIODevicePropertyStreams self=0x112da36f8 hasProperty=1
2022-10-04 17:07:52.522 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectGetPropertyDataSize Device(36) kCMIODevicePropertyStreams self=0x112da36f8 size=4
2022-10-04 17:07:52.522 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIODevicePropertyStreams self=0x112da36f8 hasProperty=1
2022-10-04 17:07:52.522 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectGetPropertyData Device(36) kCMIODevicePropertyStreams self=0x112da36f8 data(int)=37
2022-10-04 17:07:52.522 Python[985:3590991] CMIOMS: Device unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.522 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.522 Python[985:3590991] CMIOMS: Device unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.522 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.523 Python[985:3590991] CMIOMS: Device unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.523 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.523 Python[985:3590991] CMIOMS: Stream unhandled hasPropertyWithAddress for Unknown selector: nefc
2022-10-04 17:07:52.523 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Stream(37) Unknown selector: nefc self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.523 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Stream(37) kCMIOStreamPropertyFormatDescriptions self=0x112da36f8 hasProperty=1
2022-10-04 17:07:52.523 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectGetPropertyData Stream(37) kCMIOStreamPropertyFormatDescriptions self=0x112da36f8 data(id)=(
    "<CMVideoFormatDescription 0x600002bfd350 [0x7ff8478a0d70]> {\n\tmediaType:'vide' \n\tmediaSubType:'2vuy' \n\tmediaSpecific: {\n\t\tcodecType: '2vuy'\t\tdimensions: 1280 x 720 \n\t} \n\textensions: {(null)}\n}"
)
2022-10-04 17:07:52.524 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Stream(37) kCMIOStreamPropertyFrameRateRanges self=0x112da36f8 hasProperty=1
2022-10-04 17:07:52.524 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Stream(37) kCMIOStreamPropertyFrameRateRanges self=0x112da36f8 hasProperty=1
2022-10-04 17:07:52.524 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectGetPropertyDataSize Stream(37) kCMIOStreamPropertyFrameRateRanges self=0x112da36f8 size=16
2022-10-04 17:07:52.525 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Stream(37) kCMIOStreamPropertyFrameRateRanges self=0x112da36f8 hasProperty=1
2022-10-04 17:07:52.525 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectGetPropertyData Stream(37) kCMIOStreamPropertyFrameRateRanges self=0x112da36f8 data(int)=0
2022-10-04 17:07:52.525 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIODevicePropertyStreams self=0x112da36f8 hasProperty=1
2022-10-04 17:07:52.525 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectGetPropertyDataSize Device(36) kCMIODevicePropertyStreams self=0x112da36f8 size=4
2022-10-04 17:07:52.525 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIODevicePropertyStreams self=0x112da36f8 hasProperty=1
2022-10-04 17:07:52.525 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectGetPropertyData Device(36) kCMIODevicePropertyStreams self=0x112da36f8 data(int)=37
2022-10-04 17:07:52.525 Python[985:3590991] CMIOMS: Device unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.525 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.525 Python[985:3590991] CMIOMS: Device unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.525 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.526 Python[985:3590991] CMIOMS: Device unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.526 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.526 Python[985:3590991] CMIOMS: Stream unhandled hasPropertyWithAddress for Unknown selector: nefc
2022-10-04 17:07:52.526 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Stream(37) Unknown selector: nefc self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.526 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Stream(37) kCMIOStreamPropertyFormatDescription self=0x112da36f8 hasProperty=1
2022-10-04 17:07:52.526 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectGetPropertyData Stream(37) kCMIOStreamPropertyFormatDescription self=0x112da36f8 data(id)=<CMVideoFormatDescription 0x600002bfd560 [0x7ff8478a0d70]> {
	mediaType:'vide' 
	mediaSubType:'2vuy' 
	mediaSpecific: {
		codecType: '2vuy'		dimensions: 1280 x 720 
	} 
	extensions: {(null)}
}
2022-10-04 17:07:52.526 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Stream(37) kCMIOStreamPropertyFrameRateRanges self=0x112da36f8 hasProperty=1
2022-10-04 17:07:52.526 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Stream(37) kCMIOStreamPropertyFrameRateRanges self=0x112da36f8 hasProperty=1
2022-10-04 17:07:52.526 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectGetPropertyDataSize Stream(37) kCMIOStreamPropertyFrameRateRanges self=0x112da36f8 size=16
2022-10-04 17:07:52.526 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Stream(37) kCMIOStreamPropertyFrameRateRanges self=0x112da36f8 hasProperty=1
2022-10-04 17:07:52.527 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectGetPropertyData Stream(37) kCMIOStreamPropertyFrameRateRanges self=0x112da36f8 data(int)=0
2022-10-04 17:07:52.527 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Stream(37) kCMIOStreamPropertyFrameRate self=0x112da36f8 hasProperty=1
2022-10-04 17:07:52.527 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectGetPropertyData Stream(37) kCMIOStreamPropertyFrameRate self=0x112da36f8 data(int)=0
2022-10-04 17:07:52.527 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Stream(37) kCMIOStreamPropertyMinimumFrameRate self=0x112da36f8 hasProperty=1
2022-10-04 17:07:52.527 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Stream(37) kCMIOStreamPropertyMinimumFrameRate self=0x112da36f8 hasProperty=1
2022-10-04 17:07:52.527 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectGetPropertyData Stream(37) kCMIOStreamPropertyMinimumFrameRate self=0x112da36f8 data(int)=0
2022-10-04 17:07:52.527 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIODevicePropertyStreams self=0x112da36f8 hasProperty=1
2022-10-04 17:07:52.527 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectGetPropertyDataSize Device(36) kCMIODevicePropertyStreams self=0x112da36f8 size=4
2022-10-04 17:07:52.527 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIODevicePropertyStreams self=0x112da36f8 hasProperty=1
2022-10-04 17:07:52.528 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectGetPropertyData Device(36) kCMIODevicePropertyStreams self=0x112da36f8 data(int)=37
2022-10-04 17:07:52.528 Python[985:3590991] CMIOMS: Stream unhandled hasPropertyWithAddress for Unknown selector: cafc
2022-10-04 17:07:52.528 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Stream(37) Unknown selector: cafc self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.528 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIOObjectPropertyName self=0x112da36f8 hasProperty=1
2022-10-04 17:07:52.528 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectGetPropertyData Device(36) kCMIOObjectPropertyName self=0x112da36f8 data(id)=Sony Camera (Imaging Edge)
2022-10-04 17:07:52.529 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIODevicePropertyModelUID self=0x112da36f8 hasProperty=1
2022-10-04 17:07:52.529 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectGetPropertyData Device(36) kCMIODevicePropertyModelUID self=0x112da36f8 data(id)=0000
2022-10-04 17:07:52.529 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIOObjectPropertyManufacturer self=0x112da36f8 hasProperty=1
2022-10-04 17:07:52.529 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectGetPropertyData Device(36) kCMIOObjectPropertyManufacturer self=0x112da36f8 data(id)=Digital-iz.inc
2022-10-04 17:07:52.529 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIODevicePropertyLinkedCoreAudioDeviceUID self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.529 Python[985:3590991] CMIOMS: Device unhandled hasPropertyWithAddress for kCMIODevicePropertySuspendedByUser
2022-10-04 17:07:52.530 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIODevicePropertySuspendedByUser self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.530 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIODevicePropertyHogMode self=0x112da36f8 hasProperty=1
2022-10-04 17:07:52.530 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectGetPropertyData Device(36) kCMIODevicePropertyHogMode self=0x112da36f8 data(int)=-1
2022-10-04 17:07:52.530 Python[985:3590991] CMIOMS: Device unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.530 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.530 Python[985:3590991] CMIOMS: Device unhandled hasPropertyWithAddress for kCMIOObjectPropertyOwnedObjects
2022-10-04 17:07:52.530 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIOObjectPropertyOwnedObjects self=0x112da36f8 hasProperty=0
2022-10-04 17:07:52.532 Python[985:3590991] =>> Checked Property: [cfen] 1667655022
2022-10-04 17:07:52.532 Python[985:3590991] =>> Checked Property: [cfen] 1667655022
2022-10-04 17:07:52.532 Python[985:3590991] =>> Checked Property: [cfen] 1667655022
2022-10-04 17:07:52.532 Python[985:3590991] =>> Checked Property: [cfac] 1667653987
[I 2022-10-04 17:09:23.407 ServerApp] Kernel interrupted: 02da9dfa-ca9a-4485-9311-384e0cdfcd10
2022-10-04 17:09:23.436 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectHasProperty Device(36) kCMIODevicePropertyDeviceIsRunningSomewhere self=0x112da36f8 hasProperty=1
2022-10-04 17:09:23.436 Python[985:3590991] CMIOMS: HardwarePlugIn_ObjectGetPropertyData Device(36) kCMIODevicePropertyDeviceIsRunningSomewhere self=0x112da36f8 data(int)=1

raymondlo84 · 2022-10-04T21:13:47Z

Also, please make sure you select "Python 3" but not your custom openvino_env1 or 2 etc... When we release it out the default has to be Python 3 or it will confuse the users.
@raymondlo84
fixed a few typos and the intro

Signed-off-by: spencergotowork <[email protected]>

notebooks/406-3D-pose-estimation-webcam/406-3D-pose-estimation.ipynb

adrianboguszewski · 2022-12-09T14:32:35Z

@ryanloney, it's ready for your final review

….ipynb Co-authored-by: Adrian Boguszewski <[email protected]>

adrianboguszewski

Good job!

ryanloney

Looks good to publish after minor copy edits. Thank you!

notebooks/406-3D-pose-estimation-webcam/406-3D-pose-estimation.ipynb

notebooks/406-3D-pose-estimation-webcam/README.md

notebooks/406-3D-pose-estimation-webcam/engine/pose.py

notebooks/406-3D-pose-estimation-webcam/engine/one_euro_filter.py

Co-authored-by: Ryan Loney <[email protected]>

spencergotowork added 8 commits August 6, 2022 19:01

master

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change readme

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change format

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.

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readme

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readme1

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adrianboguszewski marked this pull request as draft August 8, 2022 14:45

spencergotowork added 3 commits September 12, 2022 23:43

change 3D interface

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Merge branch 'main' into master

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change class

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spencergotowork marked this pull request as ready for review September 15, 2022 02:12

spencergotowork added 2 commits September 21, 2022 16:43

fix single human

9f87c67

change add and remove

bf331dd

adrianboguszewski requested review from zhuo-yoyowz and raymondlo84 September 26, 2022 09:05

remove Visual3D in utils

c4707b3

fixed a few typos and the intro

79bdc1c

spencergotowork and others added 10 commits December 3, 2022 00:23

Update README.md

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Merge branch 'main' into master

f5b483a

fix for ci

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Signed-off-by: spencergotowork <[email protected]>

Merge branch 'master' of github.com:spencergotowork/openvino_notebooks

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Update 406-3D-pose-estimation.ipynb

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Merge branch 'main' into master

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Signed-off-by: spencergotowork <[email protected]>

adrianboguszewski requested changes Dec 9, 2022

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adrianboguszewski requested a review from ryanloney December 9, 2022 14:32

spencergotowork and others added 4 commits December 10, 2022 01:11

Update notebooks/406-3D-pose-estimation-webcam/406-3D-pose-estimation…

a8234cd

….ipynb Co-authored-by: Adrian Boguszewski <[email protected]>

Update notebooks/406-3D-pose-estimation-webcam/406-3D-pose-estimation…

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….ipynb Co-authored-by: Adrian Boguszewski <[email protected]>

Update 406-3D-pose-estimation.ipynb

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zhuo-yoyowz approved these changes Dec 10, 2022

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Co-authored-by: Ryan Loney <[email protected]>

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eaidova merged commit 04767a2 into openvinotoolkit:main Dec 21, 2022

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406 Human Pose Estimation 3D #606

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spencergotowork commented Aug 8, 2022

3D Human Pose Estimation with OpenVINO