This project compare the performance of 4 tracking algorithms on some sequence belonging MOT Challenge Dataset.
The aforementioned algorithms are listed below:
- Tracking-Learning-Detection (Single-Object Tracking)
- Lucas-Kanade Affine Tracker (Single-Object Tracking)
- CSRT Tracker (Single-Object Tracking)
- SORT Tracker (Multi-Object Tracking)
- Centroid Tracker (Multi-Object Tracking)
Consequently, the versus has been splitten between two distinct stages:
- Single-Object Tracking Algorithms Versus
- Multi-Object Tracking Algorithms Versus
Lastly, The metric employed for the versus came from the MOT Challange paper.
Repository Structure:
$HOME/code
, code of the project.$HOME/report
, report of the project.