multi-object-tracker
Multi-object trackers in Python (by adipandas)
SimpleCV
The Open Source Framework for Machine Vision (by sightmachine)
| multi-object-tracker | SimpleCV | |
|---|---|---|
| 4 | 2 | |
| 687 | 2,721 | |
| 0.7% | 0.0% | |
| 6.4 | 0.0 | |
| almost 2 years ago | 7 months ago | |
| Python | Python | |
| MIT License | BSD 3-clause "New" or "Revised" License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
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.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
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.
multi-object-tracker
Posts with mentions or reviews of multi-object-tracker.
We have used some of these posts to build our list of alternatives
and similar projects.
- Multi-object trackers in Python
-
Difference DeepSort and doing detection on each frame
You may find this useful: https://adipandas.github.io/multi-object-tracker/
-
SORT Tracker adds extra objects
As you can see, in Frame 43, the tracker assigns the ID 10 to a metal post, but a few frames later when the tracker tracks the same metal post, it provides an ID of 11. This shows that the tracker is assigning new IDs to the same detected object. I cannot seem to find out why this happens, and how to fix it. I am using the motrackers module from this repo. I have not made any changes as such in the mot_yolov3.py file, I have just added the line to print the frame counter.
-
Example Of A Simple And Well Made Python Project
I have a simple python project which has gone through at least 5 iterations since I began working on it. Please see this link: adipandas/multi-object-tracker.
SimpleCV
Posts with mentions or reviews of SimpleCV.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-03-07.
-
Python for everyone : Mastering Python The Right Way
SimpleCV
-
Top 5 Python libraries for Computer vision
SimpleCV - SimpleCV is a framework for Open Source Machine Vision, using OpenCV and the Python programming language. It provides a concise, readable interface for cameras, image manipulation, feature extraction, and format conversion. Our mission is to give casual users a comprehensive interface for basic machine vision functions and an elegant programming interface for advanced users.
What are some alternatives?
When comparing multi-object-tracker and SimpleCV you can also consider the following projects:
Kornia - 🐍 Geometric Computer Vision Library for Spatial AI
OpenCV - Open Source Computer Vision Library
norfair - Lightweight Python library for adding real-time multi-object tracking to any detector.
gaps - A Genetic Algorithm-Based Solver for Jigsaw Puzzles :cyclone:
ByteTrack - [ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box