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The Top 23 Object Tracking Open Source Projects

Open source projects categorized as Object Tracking
Categories > Object Tracking
Gocv ⭐ 5,973
Go package for computer vision using OpenCV 4 and beyond.
dependent packages 154total releases 54most recent commit 3 months ago
Siammask ⭐ 3,417
[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach
most recent commit 4 months ago
Norfair ⭐ 2,168
Lightweight Python library for adding real-time multi-object tracking to any detector.
dependent packages 3total releases 19most recent commit 6 months agopypi norfair} Downloads
Ailia Models ⭐ 1,708
The collection of pre-trained, state-of-the-art AI models for ailia SDK
most recent commit 3 months ago
Py Motmetrics ⭐ 1,281
📊 Benchmark multiple object trackers (MOT) in Python
dependent packages 17total releases 9most recent commit 4 months agopypi motmetrics} Downloads
Uninext ⭐ 1,247
[CVPR'23] Universal Instance Perception as Object Discovery and Retrieval
most recent commit 9 months ago
Yolov4 Deepsort ⭐ 1,064
Object tracking implemented with YOLOv4, DeepSort, and TensorFlow.
most recent commit 2 years ago
Videoflow ⭐ 953
Python framework that facilitates the quick development of complex video analysis applications and other series-processing based applications in a multiprocessing environment.
total releases 18most recent commit 2 years ago
Tracking Anything With Deva ⭐ 868
[ICCV 2023] Tracking Anything with Decoupled Video Segmentation
most recent commit 3 months ago
Unicorn ⭐ 796
[ECCV'22 Oral] Towards Grand Unification of Object Tracking
most recent commit 2 years ago
Yolov5 Deepsort ⭐ 687
最新版本yolov5+deepsort目标检测和追踪，能够显示目标类别，支持5.0版本可训练自己数据
most recent commit 2 years ago
Hqtrack ⭐ 660
Tracking Anything in High Quality
most recent commit 8 months ago
Multi Object Tracker ⭐ 649
Multi-object trackers in Python
most recent commit 6 months ago
Siamfc Tf ⭐ 565
SiamFC tracking in TensorFlow.
most recent commit a year ago
Multi Camera Live Object Tracking ⭐ 562
Multi-camera live traffic and object counting with YOLO v4, Deep SORT, and Flask.
most recent commit 2 years ago
Siamese Fc ⭐ 552
Arbitrary object tracking at 50-100 FPS with Fully Convolutional Siamese networks.
most recent commit 5 years ago
Oc_sort ⭐ 482
[CVPR2023] The official repo for OC-SORT: Observation-Centric SORT on video Multi-Object Tracking. OC-SORT is simple, online and robust to occlusion/non-linear motion.
most recent commit 9 months ago
Cfnet ⭐ 474
[CVPR'17] Training a Correlation Filter end-to-end allows lightweight networks of 2 layers (600 kB) to high performance at fast speed..
most recent commit 6 years ago
Pytorch Siamfc ⭐ 399
Pytorch implementation of "Fully-Convolutional Siamese Networks for Object Tracking"
most recent commit 5 years ago
3dobjecttracking ⭐ 390
Algorithms and Publications on 3D Object Tracking
most recent commit a year ago
Siamese Rpn Pytorch ⭐ 377
This is a re-implementation of Siamese-RPN with pytorch, which is CVPR2018 spotlight.
most recent commit 5 years ago
Multiple Object Tracking Lidar ⭐ 375
C++ implementation to Detect, track and classify multiple objects using LIDAR scans or point cloud
most recent commit 3 years ago
Sots ⭐ 351
Single object tracking and segmentation.
most recent commit 2 years ago
The 9 Most Depended On Object Tracking Open Source Projects
Gocv ⭐ 5,973
Go package for computer vision using OpenCV 4 and beyond.
dependent packages 154total releases 54latest release October 12, 2023most recent commit 3 months ago
Py Motmetrics ⭐ 1,281
:bar_chart: Benchmark multiple object trackers (MOT) in Python
dependent packages 17total releases 9latest release December 26, 2022most recent commit 4 months agopypi motmetrics} Downloads
Btrack ⭐ 276
Bayesian multi-object tracking
dependent packages 5total releases 32latest release August 10, 2023most recent commit 8 months agopypi btrack} Downloads
Haar2tjs ⭐ 9
convert Haar classifier to tracking.js classifiers for object tracking.
dependent packages 3total releases 2latest release September 10, 2017most recent commit 7 years agonpm haar2tjs} Downloads
Norfair ⭐ 2,168
Lightweight Python library for adding real-time multi-object tracking to any detector.
dependent packages 3total releases 19latest release May 30, 2022most recent commit 6 months agopypi norfair} Downloads
Motpy ⭐ 314
Library for tracking-by-detection multi object tracking implemented in python
dependent packages 2total releases 5latest release September 22, 2021most recent commit 2 years agopypi motpy} Downloads
Sort Node ⭐ 8
Node.js binding for SORT: Simple, online, and real-time tracking of multiple objects in a video sequence.
dependent packages 2total releases 3latest release April 26, 2021most recent commit 3 years agonpm @techainer1t/sort-node} Downloads
Bytetrack Pip ⭐ 8
Packaged version of the ByteTrack repository
dependent packages 1total releases 27latest release March 20, 2023most recent commit a year agopypi bytetracker} Downloads
Kalman Filter ⭐ 5
Dead simple Linear Kalman Filter. Contains 2-D based tracker
dependent packages 1total releases 6latest release June 22, 2023most recent commit 10 months ago
The 10 Latest Releases In Object Tracking Open Source Projects
Gocv ⭐ 5,973
Go package for computer vision using OpenCV 4 and beyond.
dependent packages 154total releases 54latest release October 12, 2023most recent commit 3 months ago
Btrack ⭐ 276
Bayesian multi-object tracking
dependent packages 5total releases 32latest release August 10, 2023most recent commit 8 months agopypi btrack} Downloads
Kalman Filter ⭐ 5
Dead simple Linear Kalman Filter. Contains 2-D based tracker
dependent packages 1total releases 6latest release June 22, 2023most recent commit 10 months ago
Similari ⭐ 154
A framework for building high-performance real-time multiple object trackers
total releases 84latest release May 13, 2023most recent commit 3 months ago
Bytetrack Pip ⭐ 8
Packaged version of the ByteTrack repository
dependent packages 1total releases 27latest release March 20, 2023most recent commit a year agopypi bytetracker} Downloads
Py Motmetrics ⭐ 1,281
:bar_chart: Benchmark multiple object trackers (MOT) in Python
dependent packages 17total releases 9latest release December 26, 2022most recent commit 4 months agopypi motmetrics} Downloads
Peekingduck ⭐ 150
A modular framework built to simplify Computer Vision inference workloads.
total releases 35latest release August 22, 2022most recent commit 9 months ago
Norfair ⭐ 2,168
Lightweight Python library for adding real-time multi-object tracking to any detector.
dependent packages 3total releases 19latest release May 30, 2022most recent commit 6 months agopypi norfair} Downloads
Motpy ⭐ 314
Library for tracking-by-detection multi object tracking implemented in python
dependent packages 2total releases 5latest release September 22, 2021most recent commit 2 years agopypi motpy} Downloads
Sort Node ⭐ 8
Node.js binding for SORT: Simple, online, and real-time tracking of multiple objects in a video sequence.
dependent packages 2total releases 3latest release April 26, 2021most recent commit 3 years agonpm @techainer1t/sort-node} Downloads
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