Multi Object Tracking Python Packages

norfair

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

btrack

Bayesian multi-object tracking

deep-sort-realtime

A really more real-time adaptation of deep sort

motrackers

Multi-object trackers in Python

motpy

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

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.

annolid

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

paddledet

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

multisensor-lmb-filters-rs

50-1000x Faster multi-sensor labelled Bernoulli filters in Rust and Python via Py03 - A (mostly automated) port of https://github.com/scjrobertson/multisensor-lmb-filters

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

color-tracker

Color tracking with OpenCV

pymot

Multi object tracking module

sportslabkit

A python package for turning sports video into csv files

py-sues

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

norfairwhl

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

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.

ppdet

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

paddledetection-test

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