Object tracking

deep sort
deep sort people tracking, based on Yolo

Pose tracking
Combine the 6D object pose estimation code with Chris Annin six axis robot to automate Greenhouse pepper growing.

https://github.com/j96w/6-PACK from "6-PACK: Category-level 6D Pose Tracker with Anchor-Based Keypoints" from paperswithcode.com. https://www.youtube.com/watch?v=8Xb6dazqj10

https://github.com/hughw19/NOCS_CVPR2019 Normalized Object Coordinate Space for Category-Level 6D Object Pose and Size Estimation at https://arxiv.org/pdf/1901.02970.pdf The goal of this paper is to estimate the 6D pose anddimensions of unseen object instances in an RGB-D im-age. Contrary to “instance-level” 6D pose estimation tasks,our problem assumes that no exact object CAD models areavailable during either training or testing time.

filter flow
https://github.com/aimerykong/predictive-filter-flow learning with Predictive Filter Flow (PFF) for various vision tasks. PFF is a framework not only supporting self/fully/un-supervised learning on images and videos, but also providing better interpretability that one is able to track every single pixel's movement and its kernels in constructing the output.

Siamese tracking
https://github.com/AlexeyAB/DaSiamRPN Siamese Networks for Visual Object Tracking won the VOT 2018 challenge.

Goturn tracking
Tracking by David Held

https://github.com/nrupatunga/PY-GOTURN/ python version try on ubuntu 16 or 14 if 18 doesn't work

https://github.com/davheld/GOTURN c++ version.

https://www.learnopencv.com/goturn-deep-learning-based-object-tracking/

https://davheld.github.io/GOTURN/GOTURN.pdf

https://davheld.github.io/

deep lk object tracking

links
Yolo_training

Mdnet tracking

Facial Recognition

Neural papers with code