A simple tracking integration which can take the bounding box information using faster rcnn and processes it using sort algorithm as developed by https://github.com/abewley/sort
The code requires all the dependencies as requires in py-faster-rcnn and sort algorithm. To get started please follow the following links:
1. https://github.com/rbgirshick/py-faster-rcnn
2. https://github.com/abewley/sort
and install all the dependencies as mentioned there.
Furthermore the python version used in this algorithm is 2.7.12, but it should work fine with 2.7.x
Assuming that you have already installed the dependencies, navigate to the tools folder in the faster RCNN folder
$ cd FRCN_ROOT/tools/
$ git clone https://github.com/harshmunshi/faster-rcnn-tracking.git
$ cd ..
$ mv ./faster-rcnn-tracking/sort.py ./
$ mv ./faster-rcnn-tracking/sort_demo.py ./
$ rm -rf faster-rcnn-tracking
Now both the files should be under /FRCN_ROOT/tools. To run the code,
$ cd FRCN_ROOT/tools
$ python sort.py /path/to/<video_source>
This algorithm is still under development. Any contribution is highly appreciated.