gaps
multi-object-tracker
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| gaps | multi-object-tracker | |
|---|---|---|
| - | 4 | |
| 705 | 665 | |
| - | - | |
| 5.7 | 6.4 | |
| 11 days ago | 7 months ago | |
| Python | Python | |
| MIT License | MIT License |
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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.
gaps
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Tracking mentions began in Dec 2020.
multi-object-tracker
- Multi-object trackers in Python
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Difference DeepSort and doing detection on each frame
You may find this useful: https://adipandas.github.io/multi-object-tracker/
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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.
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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.
What are some alternatives?
OpenCV - Open Source Computer Vision Library
ByteTrack - [ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box
SimpleCV - The Open Source Framework for Machine Vision
FastMOT - High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀
Kornia - Geometric Computer Vision Library for Spatial AI
norfair - Lightweight Python library for adding real-time multi-object tracking to any detector.
Face Recognition - The world's simplest facial recognition api for Python and the command line
yolov4-deepsort - Object tracking implemented with YOLOv4, DeepSort, and TensorFlow.
tesserocr - A Python wrapper for the tesseract-ocr API
EasyOCR - Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.