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

sinapsis-supervision

Mono repo with sinapsis templates for object tracking

bytetracker

Packaged version of the ByteTrack repository

norfair-rs

Drop-in Rust/Python replacement for norfair — Add real-time multi-object tracking to any detector — A (mostly automated) rust port of norfair https://github.com/tryolabs/norfair

motrackers

Multi-object trackers in Python

peekingduck

A modular framework built to simplify Computer Vision inference workloads.

sinapsis-trackers

Mono repo with sinapsis templates for object tracking

sinapsis-cotracker

Mono repo with sinapsis templates for object tracking

bytetracker-gml

Packaged version of the ByteTrack repository

sinapsis-rf-trackers

Mono repo with sinapsis templates for object tracking

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

vsensebox

VSenseBox - Python toolbox for visual sensing.

color-tracker

Color tracking with OpenCV

videoflow

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

deepsort

DeepSort-Pip: Packaged version of the DeepSort repository

discopat

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

streamgrid

Multi-stream video inference with Ultralytics YOLO - Display multiple video streams in a grid layout with real-time object detection.

pymot

Multi object tracking module