https://github.com/fuzailpalnak/py-detect-track

Object Tracking in Video
https://github.com/fuzailpalnak/py-detect-track

deep-sort kalman-filter object-detection object-tracking sort tracking

Last synced: 10 months ago
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Object Tracking in Video

• Host: GitHub
• URL: https://github.com/fuzailpalnak/py-detect-track
• Owner: fuzailpalnak
• License: mit
• Created: 2020-11-14T04:42:00.000Z (over 5 years ago)
• Default Branch: main
• Last Pushed: 2020-11-28T04:08:47.000Z (over 5 years ago)
• Last Synced: 2025-03-05T17:18:15.291Z (over 1 year ago)
• Topics: deep-sort, kalman-filter, object-detection, object-tracking, sort, tracking
• Language: Python
• Homepage:
• Size: 56.6 KB
• Stars: 3
• Watchers: 2
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • Funding: .github/FUNDING.yml
  • License: LICENSE

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README

          
# py-detect-tracker

![Licence](https://img.shields.io/github/license/fuzailpalnak/py-detect-track)

![Python](https://img.shields.io/badge/python-v3.6+-blue.svg)

![Contributions welcome](https://img.shields.io/badge/contributions-welcome-orange.svg)

Algorithm to track object in a video file.

## Additional Requirement to Run YOLO

    keras == 2.4.3

    tensorflow == 1.14.0

## Examples 

1. [Person Tracking Using Deep-sort Tracker](https://github.com/fuzailpalnak/py-detect-track/blob/main/examples/deepsort_person_tracker.py)

    ![person_track](https://user-images.githubusercontent.com/24665570/100312683-f7b1d400-2fd8-11eb-9327-8cafccba2e25.gif)

## References

1. [Deep Sort](https://github.com/nwojke/deep_sort/tree/280b8bdb255f223813ff4a8679f3e1321b08cdfc)

2. [Sort](https://github.com/abewley/sort)