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Daniil-Osokin / lightweight-human-pose-estimation-3d-demo.pytorch

Real-time 3D multi-person pose estimation demo in PyTorch. OpenVINO backend can be used for fast inference on CPU.
Apache License 2.0
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Does this model assume everyone is the same height? #92

Closed adammpolak closed 2 years ago

adammpolak commented 2 years ago

Would taller people be seen as "farther away" in terms of 3D location (farther away from the camera?)

Or is the model trained somehow to take into account that people are different heights?

Daniil-Osokin commented 2 years ago

Hi! All people are the same height, 1.8m.

adammpolak commented 2 years ago

Thank yoU!

@Daniil-Osokin does this mean if 2 people were standing next to each other and one was much taller than the other their calculated distance from the camera would be further?

image

would the 3d poses output say they are the same distance from the camera or that the taller person is "farther from camera"?

Daniil-Osokin commented 2 years ago

Yes, think so.

adammpolak commented 2 years ago

Thank yoU!