First Person View, Egocentric view Hand detection, instance segmentation, hand mask tracking using detectron2, deepsort.
Code in python using pytorch lib.
More demo videos on this youtube channel: https://www.youtube.com/channel/UCW7KG10F9-MuKe7ezvwDZyw/playlists?view_as=subscriber
Paper updating.
For detectron2's issues, please refer to https://github.com/facebookresearch/detectron2
About deepsort, you can read the paper https://arxiv.org/abs/1703.07402
Original deepsort repo: https://github.com/nwojke/deep_sort
Also see theses repos:
https://github.com/ZQPei/deep_sort_pytorch
https://github.com/Qidian213/deep_sort_yolov3
Pretrained-model for detection phase:
https://drive.google.com/file/d/1q3R6XMXJ-Cg86uo3EoYVPd7NB4YaCCnu/view?usp=sharing