HITrack
HITrack or Human Inertial Tracking is a pipeline consisting of 3 human recognition state-of-the-art neural networks (yolov7, VitPose and MHFormer) linked together by specially designed Inertial Tracking to produce a 3D scene on a monocular image.
Quick start
pip install HITrack
from HITrack import HITrack
hit = HITrack('videos/dance.mp4')
# 2D keypoints + tracking
hit.compute_2d()
# merging recovered tracks and broken tracks manually
hit.recover_2d({1:6, 2:5, 3:4})
# 2D to 3D by tracking
hit.compute_3d()
# 3D to scene
hit.compute_scene()
# visualising any of these steps
hit.visualize('3D_scene', compress=True, original_sound=True)License
This project is licensed under the terms of the MIT license.
