A PyTorch implementation combines with Siamese Network and Graph Neural Network for Online Multiple-Object Tracking.
Dataset available at [https://motchallenge.net/]
According paper can be found at [https://arxiv.org/abs/1907.05315]
Use python main.py to train a model from scratch. Settings for training is in config.yml.
Use python tracking.py to track a test video, meanwhile you need to provide the detected objects & tracking results for the first five frames. Setting for tracking is in setting/.
- Python 2.7.12
- numpy 1.11.0
- scipy 1.1.0
- torchvision 0.2.1
- opencv_python 3.3.0.10
- easydict 1.7
- torch 0.4.1
- Pillow 6.2.0
- PyYAML 5.1