tryolabs/norfair

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

Pythonpythontrackingobject-detectionobject-trackingkalman-filterpose-estimationre-identificationmulti-object-trackingre-idtracking-algorithmdeepsortvideo-trackingvideo-inference-loop
This is stars and forks stats for /tryolabs/norfair repository. As of 09 May, 2024 this repository has 2159 stars and 213 forks.

Norfair is a customizable lightweight Python library for real-time multi-object tracking. Using Norfair, you can add tracking capabilities to any detector with just a few lines of code. Tracking players with moving camera Tracking 3D objects Features Any detector expressing its detections as a series of (x, y) coordinates can be used with Norfair. This includes detectors performing tasks such as object or keypoint detection (see examples). Modular. It can easily be inserted into complex video processing...
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