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The Top 23 Multi Object Tracking Open Source Projects

Open source projects categorized as Multi Object Tracking
Categories > Multi Object Tracking
Paddledetection ⭐ 11,653
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
dependent packages 1total releases 9most recent commit 5 months agopypi paddledet} Downloads
Yolo_tracking ⭐ 6,182
BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models
dependent packages 1total releases 46most recent commit 4 days agopypi boxmot} Downloads
Bytetrack ⭐ 3,706
[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box
most recent commit 7 months ago
Fairmot ⭐ 3,194
[IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking
most recent commit 2 years ago
Mmtracking ⭐ 3,101
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.
dependent packages 2total releases 13most recent commit 8 months agopypi mmtrack} Downloads
Uniad ⭐ 2,543
[CVPR 2023 Best Paper] Planning-oriented Autonomous Driving
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 7 months agopypi norfair} Downloads
Ab3dmot ⭐ 1,511
(IROS 2020, ECCVW 2020) Official Python Implementation for "3D Multi-Object Tracking: A Baseline and New Evaluation Metrics"
most recent commit a year ago
Multi Object Tracking Paper List ⭐ 1,144
Paper list and source code for multi-object-tracking
most recent commit 4 years ago
Bot Sort ⭐ 802
BoT-SORT: Robust Associations Multi-Pedestrian Tracking
most recent commit 6 months ago
Fastmot ⭐ 786
High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀
most recent commit 2 years ago
Multi Object Tracker ⭐ 649
Multi-object trackers in Python
most recent commit 7 months ago
Motr ⭐ 557
[ECCV2022] MOTR: End-to-End Multiple-Object Tracking with TRansformer
most recent commit 4 months ago
Deepmot ⭐ 481
Official Implementation of How To Train Your Deep Multi-Object Tracker (CVPR2020)
most recent commit a year ago
Siam Mot ⭐ 472
SiamMOT: Siamese Multi-Object Tracking
most recent commit 2 months ago
Motpy ⭐ 314
Library for tracking-by-detection multi object tracking implemented in python
dependent packages 2total releases 5most recent commit 2 years agopypi motpy} Downloads
Btrack ⭐ 299
Bayesian multi-object tracking
dependent packages 5total releases 32most recent commit 2 months agopypi btrack} Downloads
Mot_neural_solver ⭐ 295
Official PyTorch implementation of "Learning a Neural Solver for Multiple Object Tracking" (CVPR 2020 Oral).
most recent commit 2 years ago
Yolov7_strongsort_osnet ⭐ 273
Real-time multi-camera multi-object tracker using YOLOv7 and StrongSORT with OSNet
most recent commit a year ago
Unitrack ⭐ 261
[NeurIPS'21] Unified tracking framework with a single appearance model. It supports Single Object Tracking (SOT), Video Object Segmentation (VOS), Multi-Object Tracking (MOT), Multi-Object Tracking and Segmentation (MOTS), Pose Tracking, Video Instance Segmentation (VIS), and class-agnostic MOT (e.g. TAO dataset).
most recent commit 2 years ago
Deepsort_yolov5_pytorch ⭐ 250
DeepSORT + YOLOv5
most recent commit 5 months ago
Tracking By Detection ⭐ 237
Multiple object tracking (MOT) algorithm implemented in C++
most recent commit 6 years ago
Sarosperceptionkitti ⭐ 221
ROS package for the Perception (Sensor Processing, Detection, Tracking and Evaluation) of the KITTI Vision Benchmark Suite
most recent commit 2 years ago
The 7 Most Depended On Multi Object Tracking Open Source Projects
Btrack ⭐ 299
Bayesian multi-object tracking
dependent packages 5total releases 32latest release August 10, 2023most recent commit 2 months agopypi btrack} 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 7 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
Deep_sort_realtime ⭐ 61
A really more real-time adaptation of deep sort
dependent packages 1total releases 6latest release August 24, 2022most recent commit a year agopypi deep-sort-realtime} Downloads
Yolo_tracking ⭐ 6,182
BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models
dependent packages 1total releases 46latest release November 13, 2023most recent commit 4 days agopypi boxmot} Downloads
The 10 Latest Releases In Multi Object Tracking Open Source Projects
Yolo_tracking ⭐ 6,182
BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models
dependent packages 1total releases 46latest release November 13, 2023most recent commit 4 days agopypi boxmot} Downloads
Sportslabkit ⭐ 209
A python package for turning sports video into csv files
total releases 2latest release September 13, 2023most recent commit 5 months ago
Btrack ⭐ 299
Bayesian multi-object tracking
dependent packages 5total releases 32latest release August 10, 2023most recent commit 2 months agopypi btrack} Downloads
Deep_sort_realtime ⭐ 61
A really more real-time adaptation of deep sort
dependent packages 1total releases 6latest release August 24, 2022most recent commit a year agopypi deep-sort-realtime} 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 7 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
Color Tracker ⭐ 122
Color tracking with OpenCV
total releases 5latest release October 22, 2020most recent commit 4 years ago
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