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stefanopini avatar stefanopini commented on September 26, 2024 1

Hi @dorakementzey , thanks for your interest in this work.

Both the live-demo.py script and the extract-keypoints.py one contain the inference time information (displayed as frames per second).
See here

simple-HRNet/scripts/live-demo.py

Lines 143 to 144 in 6bfcdaf

fps = 1. / (time.time() - t)
print('\rframerate: %f fps, for %d person(s) ' % (fps,len(pts)), end='')

and here

simple-HRNet/scripts/extract-keypoints.py

Lines 120 to 121 in 6bfcdaf

fps = 1. / (time.time() - t)
print('\rframe: % 4d / %d - framerate: %f fps ' % (index, nof_frames - 1, fps), end='')

If you're using the extract keypoint script, you can just change that line to print the inference time instead of it inverse or accumulate all the times in a list and compute the mean over a set of images/frames.

Given that the model is top-down (human detection first, then human pose estimation on each detection), the inference time depends on the number of people in each image, unless you disable the person detection (option --single_person).

from simple-hrnet.

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