TrackerComponentLibrary vs multi-object-tracking-in-python

TrackerComponentLibrary

This is a collection of Matlab functions that are useful in the development of target tracking algorithms. (by USNavalResearchLaboratory)

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multi-object-tracking-in-python

📡 implementation of multi object tracking algorithms including PMBM (Poisson Multi Bernoulli Mixture filter) in Python 🐍 (by kharitonov-ivan)

pmbm phd Filter Tracker Tracking multi-object-tracking

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TrackerComponentLibrary		multi-object-tracking-in-python
	Project
2	Mentions	2
350	Stars	201
2.0%	Growth	-
4.0	Activity	3.5
about 2 months ago	Latest Commit	6 months ago
MATLAB	Language	Jupyter Notebook
GNU General Public License v3.0 or later	License	Apache License 2.0

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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

TrackerComponentLibrary

Posts with mentions or reviews of TrackerComponentLibrary. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-11-15.

Intro to Multi-Object Tracking
3 projects | news.ycombinator.com | 15 Nov 2023

Are you familiar with the [Tracker Component Library](https://github.com/USNavalResearchLaboratory/TrackerComponen...)? Similar concept, although I like the fact that you show examples in the README.
Alternatives to YOLOv5/roboflow that don't require making the dataset public access?
2 projects | /r/computervision | 20 Nov 2022

You don't need DL, you need trackpy + a more robust tracking algorithm. Not sure what awesome open-source implementations are out there; you might adapt something from https://github.com/USNavalResearchLaboratory/TrackerComponentLibrary

multi-object-tracking-in-python

Posts with mentions or reviews of multi-object-tracking-in-python. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-11-15.

Intro to Multi-Object Tracking
1 project | /r/hypeurls | 17 Nov 2023

3 projects | news.ycombinator.com | 15 Nov 2023

What are some alternatives?

When comparing TrackerComponentLibrary and multi-object-tracking-in-python you can also consider the following projects:

Yolov5_DeepSort - Real-time multi-video multi-object tracker using YOLO v5 and Deep SORT with OSNet

FOXTracker - Facial Head Pose Tracker for Gaming

whotracks.me - Data from the largest and longest measurement of online tracking.

Deepstream - yolov5, yolov8, segmenations, face, pose, keypoints on deepstream

examples - 📝 Examples of how to use Neptune for different use cases and with various MLOps tools

mmtracking - 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.

SipMask - SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation (ECCV2020)

SportsLabKit - A python package for turning sports video into csv files