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The Top 23 Python Object Tracking Open Source Projects

Open source projects categorized as Python Object Tracking
Categories > Object Tracking
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 4 months ago
Unicorn ⭐ 796
[ECCV'22 Oral] Towards Grand Unification of Object Tracking
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 7 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
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
Pytorch Siamfc ⭐ 399
Pytorch implementation of "Fully-Convolutional Siamese Networks for Object Tracking"
most recent commit 5 years ago
Sots ⭐ 351
Single object tracking and segmentation.
most recent commit 2 years 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
Ultimatelabeling ⭐ 286
A multi-purpose Video Labeling GUI in Python with integrated SOTA detector and tracker
total releases 2most recent commit 5 months ago
Falldetection_openpifpaf ⭐ 281
Fall Detection using OpenPifPaf's Human Pose Estimation model
most recent commit 7 months 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
Person Detection And Tracking ⭐ 231
A tensorflow implementation with SSD model for person detection and Kalman Filtering combined for tracking
most recent commit a year ago
Nanonets_object_tracking ⭐ 171
most recent commit 2 years ago
Ros_people_object_detection_tensorflow ⭐ 165
An extensive ROS toolbox for object detection & tracking and face/action recognition with 2D and 3D support which makes your Robot understand the environment
most recent commit 4 years ago
The 4 Most Depended On Python Object Tracking Open Source Projects
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
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
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
The 9 Latest Releases In Python Object Tracking Open Source Projects
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
Color Tracker ⭐ 122
Color tracking with OpenCV
total releases 5latest release October 22, 2020most recent commit 4 years ago
D3d ⭐ 26
Devkit for 3D -- Some utils for 3D object detection based on Numpy and Pytorch
total releases 1latest release July 19, 2020most recent commit 2 years ago
Ultimatelabeling ⭐ 286
A multi-purpose Video Labeling GUI in Python with integrated SOTA detector and tracker
total releases 2latest release May 31, 2019most recent commit 5 months ago
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