Top 4 tracking-algorithm Open-Source Projects

norfair

4 2,297 7.0 Python

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

Project mention: Seeking Efficient Video Object Tracking and or Video Segmentation Software for Research | /r/computervision | 2023-12-07

If you're familiar with Python you can try using Norfair. It's a lightweight Python library for adding real-time multi-object tracking to any detector. There are lots of examples for you to try, they mostly differ on the object detector.

yolov7-object-tracking

2 532 2.8 Python

YOLOv7 Object Tracking Using PyTorch, OpenCV and Sort Tracking

Project mention: FLaNK Weekly 08 Jan 2024 | dev.to | 2024-01-08

InfluxDB

www.influxdata.com featured

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
Deep-SORT-YOLOv4

1 492 0.0 Python

People detection and optional tracking with Tensorflow backend.
SnakeStrike

1 86 0.0 C++

A Low-cost Open-source High-speed Multi-camera Motion Capture System.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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