In this work, a Real-time Multi-Target Tracking using region-based fully convolutional neural network has been presented. For the target appearance features, the pre-trained Resnet-18 model is used, but any good model (preferably trained on people detection) can be used.
Download MOT16 dataset and pre-trained models from the following links. Copy the model in data, then build and run the code.
pip install -r requirements.txt
sh make.sh
python perform_tracker.py
Region-based FCN Model: https://drive.google.com/file/d/1sLGZ95gMVvpOl2wzW8yj99FkLETMt7W1/view?usp=sharing
MOT 2016 dataset : https://motchallenge.net/data/MOT16/