C++ implementation of the GOG Tracker. It can be used on it's own, or plugged into the UA-DETRAC toolkit for evaluation. For more information about the tracker, please refer to the the following links:
- Original Implementation - Matlab
- Paper - "Globally-optimal greedy algorithms for tracking a variable number of objects"
- Windows
There's only one requeriment at the moment
- opencv - For viewing and saving tracking results on image file. Tested with version >= 3
The tracker can receive the input of any of the provided detections in UA-DETRAC (CompACT, R-CNN, ACF, DPM), and also from YOLO detector. The command is as follow:
cppGOG <sequence> <input_folder> <detector_type> <detection_file> <output_folder>
where <detector_type> can take the values "DETRAC" or "YOLO"
- Hamed Pirsiavash
- Deva Ramanan
- Charless C. Fowlkes