Hockey pose estimation with ~81% success rate. Estimates the hockey stick as well! Tried to determine action player has made. https://uwspace.uwaterloo.ca/bitstream/handle/10012/13835/Helmut_Neher.pdf?sequence=1&isAllowed=y
Hockey pose estimation only https://pdfs.semanticscholar.org/61ef/a60e16c06e2820d863bc55f3c60e86f3f6e7.pdf
This paper uses Stacked Hourglass Networks for pose estimation: https://arxiv.org/abs/1603.06937
Tutorial on OpenPose: https://www.learnopencv.com/multi-person-pose-estimation-in-opencv-using-openpose/ (see https://www.youtube.com/watch?v=WoFuxJZgKSA for output)
We must find more on the HARPET (Hockey Action Recognition Pose Estimation, Temporal) dataset. I am not able to find it but it is publicly available? https://uwaterloo.ca/vision-image-processing-lab/research-demos