{"repo":"tryolabs/norfair","free":true,"listed":false,"github":"https://github.com/tryolabs/norfair","clone":"git clone https://github.com/tryolabs/norfair.git","description":"Lightweight Python library for adding real-time multi-object tracking to any detector.","language":"Python","stars":2676,"topics":["tracking","tracking-algorithm","kalman-filter","object-tracking","video-tracking","video-inference-loop","deepsort","object-detection","pose-estimation","python"],"license":"BSD-3-Clause","category":"dev-tools","readme_excerpt":"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 pipelines to add tracking to existing projects. At the same time, it is possible to build a video inference loop from scratch using just Norfair and a detector. - Supports moving camera, re-identification with appearance embeddings, and n-dimensional object tracking (see Advanced features). - Norfair provides several predefined distance functions to compare tracked objects and detections. The distance functions can also be defined by the user, enabling the implementation of different tracking strategies. - Fast. The only thing bounding inference speed will be the detection network feeding detections to Norfair. Norfair is built, used and maintained by Tryolabs. Installation Norfair currently supports Python 3.8+. The latest tested version to support Pyt","default_branch":null,"files":null,"tree":[],"storefront":"/r/tryolabs","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/tryolabs/norfair/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}