chainer-sort
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Simple, Online, Realtime Tracking of Multiple Objects (SORT) implementation for Chainer and ChainerCV.
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.
![](https://github.com/knorth55/chainer-sort/raw/master/static/sort_faster_rcnn_example.gif)
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
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