norfair VS Deep-SORT-YOLOv4

Compare norfair vs Deep-SORT-YOLOv4 and see what are their differences.

norfair

Lightweight Python library for adding real-time multi-object tracking to any detector. (by tryolabs)
Tracking tracking-algorithm kalman-filter object-tracking video-tracking video-inference-loop deepsort object-detection pose-estimation Python re-id re-identification multi-object-tracking
Source Code
tryolabs.github.io
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Deep-SORT-YOLOv4

People detection and optional tracking with Tensorflow backend. (by LeonLok)
Yolov4 deep-sort deep-sort-tracking people-tracker people-tracking Asynchronous asynchronous-io Yolo Tensorflow asynchronous-processing tracking-algorithm object-detection object-tracking Tensorflow2 detection-algorithm Yolov3
Source Code
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norfair Deep-SORT-YOLOv4
4 1
2,289 492
1.9% -
7.2 0.0
13 days ago about 3 years ago
Python Python
BSD 3-clause "New" or "Revised" License GNU General Public License v3.0 only
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norfair

Posts with mentions or reviews of norfair. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-03-27.

Deep-SORT-YOLOv4

Posts with mentions or reviews of Deep-SORT-YOLOv4. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing norfair and Deep-SORT-YOLOv4 you can also consider the following projects:

multi-object-tracker - Multi-object trackers in Python

yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

yolov4-deepsort - Object tracking implemented with YOLOv4, DeepSort, and TensorFlow.

zero-shot-object-tracking - Object tracking implemented with the Roboflow Inference API, DeepSort, and OpenAI CLIP.

FastMOT - High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀

mmtracking - OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.

AI-basketball-analysis - :basketball::robot::basketball: AI web app and API to analyze basketball shots and shooting pose.

kalmanpy - Implementation of Kalman Filter in Python

Kornia - Geometric Computer Vision Library for Spatial AI

yolo-tf2 - yolo(all versions) implementation in keras and tensorflow 2.x

norfair vs multi-object-tracker Deep-SORT-YOLOv4 vs yolov5 norfair vs yolov4-deepsort Deep-SORT-YOLOv4 vs yolov4-deepsort norfair vs zero-shot-object-tracking Deep-SORT-YOLOv4 vs FastMOT norfair vs mmtracking Deep-SORT-YOLOv4 vs AI-basketball-analysis norfair vs kalmanpy Deep-SORT-YOLOv4 vs zero-shot-object-tracking norfair vs Kornia Deep-SORT-YOLOv4 vs yolo-tf2