Multi Object Tracking Python Packages

norfair

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

deep-sort-realtime

A really more real-time adaptation of deep sort

btrack

Bayesian multi-object tracking

motpy

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

paddledet

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

annolid

An annotation and instance segmentation-based multi-object tracking and behavior analysis package.

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

mmtrack

OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.

motrackers

Multi-object trackers in Python

color-tracker

Easy to use color tracking package for object tracking based on colors

pymot

Multi object tracking

sportslabkit

A python package for turning sports video into csv files

tno-quantum-problems-mot

Quantum algorithms for multi-object tracking

ppdet-notebook

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

py-sues

Object detection and instance segmentation toolkit based on PaddlePaddle

norfairwhl

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