Deep MDP: A Modular Framework for Multi-Object Tracking
Abhineet Singh
This paper presents a fast and modular framework for Multi-Object Tracking
(MOT) based on the Markov descision process (MDP) tracking-by-detection
paradigm. It is designed to allow its various functional components to be
replaced by custom-designed alternatives to suit a given application. An
interactive GUI with integrated object detection, segmentation, MOT and
semi-automated labeling is also provided to help make it easier to get started
with this framework. Though not breaking new ground in terms of performance,
Deep MDP has a large code-base that should be useful for the community to try
out new ideas or simply to have an easy-to-use and easy-to-adapt system for any
MOT application. Deep MDP is available at
https://github.com/abhineet123/deep_mdp.