Object Tracking Python Packages

motmetrics

:bar_chart: Benchmark multiple object trackers (MOT) in Python

norfair

Lightweight Python library for adding real-time multi-object tracking to any detector.

similari-trackers-rs

A framework for building high-performance real-time multiple object trackers

motpy

Library for tracking-by-detection multi object tracking implemented in python

btrack

Bayesian multi-object tracking

yeastvision

Deep-learning enabled quantitative image analysis of cell full lifecycles

norfair-rs

Fast object tracking library - Rust implementation of norfair

bytetracker

Packaged version of the ByteTrack repository

sinapsis-supervision

Templates for multi-object tracking using the ByteTrack algorithm

peekingduck

A modular framework built to simplify Computer Vision inference workloads.

motrackers

Multi-object trackers in Python

norfair-enough

Lightweight Python library for adding real-time multi-object tracking to any detector. Maintained fork of tryolabs/norfair.

ultimatelabeling

A multi-purpose Video Labeling GUI in Python with integrated SOTA detector and tracker

sinapsis-trackers

Package for multi-object tracking using advanced algorithms and models.

sinapsis-cotracker

Templates for multi-object tracking using the CoTracker model, supporting offline, online, and visualization workflows.

sinapsis-rf-trackers

Multi-object tracking templates using SORT and DeepSORT algorithms

bytetracker-gml

Packaged version of the ByteTrack repository

vsensebox

VSenseBox - Python toolbox for visual sensing.

videoflow

Python framework that facilitates the quick development of complex video analysis applications and other series-processing based applications in a multiprocessing environment.

streamgrid

Ultra-fast multi-stream: Display multiple video sources with object detection simultaneously using the CPU or GPU device.

pymot

Multi object tracking module

deepsort

DeepSort-Pip: Packaged version of the DeepSort repository

discopat

Library for pattern discovery, detection, and tracking in physical signals

color-tracker

Color tracking with OpenCV