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Object Tracking Python Packages

Python packages with the GitHub topic object-tracking. Sorted by relevance, with stars and monthly downloads.
cheind
motmetrics

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

175K 1K 262
tryolabs
norfair

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

101K 3K 276
insight-platform
similari-trackers-rs

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

14K 261 22
wmuron
motpy

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

5K 538 60
quantumjot
btrack

Bayesian multi-object tracking

4K 333 52
berkyalcinkaya
yeastvision

Deep-learning enabled quantitative image analysis of cell full lifecycles

2K 4 2
Sinapsis-AI
sinapsis-supervision

Mono repo with sinapsis templates for object tracking

2K 15 9
kadirnar
bytetracker

Packaged version of the ByteTrack repository

1K 56 19
nmichlo
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

1K 5 1
adipandas
motrackers

Multi-object trackers in Python

1K 692 102
aisingapore
peekingduck

A modular framework built to simplify Computer Vision inference workloads.

793 177 43
Sinapsis-AI
sinapsis-trackers

Mono repo with sinapsis templates for object tracking

723 15 9
Sinapsis-AI
sinapsis-cotracker

Mono repo with sinapsis templates for object tracking

644 15 9
kadirnar
bytetracker-gml

Packaged version of the ByteTrack repository

637 56 19
Sinapsis-AI
sinapsis-rf-trackers

Mono repo with sinapsis templates for object tracking

596 15 9
akator-de
norfair-enough

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

587 1 0
alexandre01
ultimatelabeling

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

452 324 37
numediart
vsensebox

VSenseBox - Python toolbox for visual sensing.

327 3 0
gaborvecsei
color-tracker

Color tracking with OpenCV

322 169 34
videoflow
videoflow

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

319 1K 89
kadirnar
deepsort

DeepSort-Pip: Packaged version of the DeepSort repository

299 2 0
mansour-b
discopat

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

293 4 0
RizwanMunawar
streamgrid

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

274 16 3
simsiru
pymot

Multi object tracking module

184 0 0
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