chainer-sort - SORT

This is Simple, Online, Realtime Tracking of Multiple Objects implementation for chainer and chainercv.

This repository provides MOT dataset, SORT tracker class and SORT examples with FasterRCNN and SSD.

[arXiv], [Original repo]

Notification

• This repository is the implementation of SORT, not DeepSORT
• SORT is based on Kalman filter and Hangarian algorithm and does not use deep learning techniques.
• In this repo, we use deep learning techniques (FasterRCNN and SSD) for object detection part.

Requirement

• Chainer
• ChainerCV
• FilterPy

Installation

We recommend to use Anacoda.

# Requirement installation
conda create -n chainer-sort python=2.7
source activate chainer-sort

git clone https://github.com/knorth55/chainer-sort
cd chainer-sort/
pip install -e .

Demo

cd examples/mot/
python demo.py