DiffiMOT:End-to-End Differential Multi-Object Tracking using Transformers

This repository provides an improvement over the official implementation of the TrackFormer: Multi-Object Tracking with Transformers paper by Tim Meinhardt, Alexander Kirillov, Laura Leal-Taixe and Christoph Feichtenhofer. The codebase builds upon DETR, Deformable DETR and Tracktor.

Installation

For installation follow the same installation procedure given by Trackformer repo. Refer to docs/INSTALL.md for detailed installation instructions.

Train DiffiMot

The training procedure is also similar to Trackformer. Refer to docs/TRAIN.md for detailed training instructions.

Evaluate DiffiMot

MOT17

Private detections

python src/track.py with reid

For changing lambda value

Refer the file src/trackformer/models/matcher.py