Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: multi-object-tracking

healthonrails/annolid

An annotation and instance segmentation-based multiple animal tracking and behavior analysis package.

Language: Jupyter Notebook - Size: 280 MB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 38 - Forks: 8

hnuzhy/CV_DL_Gather

Gather research papers, corresponding codes (if having), reading notes and any other related materials about Hot🔥🔥🔥 fields in Computer Vision based on Deep Learning.

Size: 36.6 MB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 50 - Forks: 5

NirAharon/BoT-SORT

BoT-SORT: Robust Associations Multi-Pedestrian Tracking

Language: Jupyter Notebook - Size: 54.4 MB - Last synced: 4 days ago - Pushed: 6 months ago - Stars: 804 - Forks: 383

ifzhang/ByteTrack

[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box

Language: Python - Size: 77.7 MB - Last synced: 4 days ago - Pushed: 5 days ago - Stars: 4,320 - Forks: 835

ifzhang/FairMOT

[IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking

Language: Python - Size: 61.9 MB - Last synced: 4 days ago - Pushed: 8 months ago - Stars: 3,937 - Forks: 925

amazon-science/siam-mot

SiamMOT: Siamese Multi-Object Tracking

Language: Python - Size: 14.2 MB - Last synced: 4 days ago - Pushed: about 2 months ago - Stars: 471 - Forks: 64

mikel-brostrom/yolo_tracking

BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models

Language: Python - Size: 109 MB - Last synced: 5 days ago - Pushed: 5 days ago - Stars: 6,198 - Forks: 1,653

SoccerNet/sn-gamestate

SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap (CVPR24 - CVSports workshop)

Language: Python - Size: 74.4 MB - Last synced: 5 days ago - Pushed: 5 days ago - Stars: 171 - Forks: 21

MCG-NJU/MeMOTR

[ICCV 2023] MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking

Language: Python - Size: 27.4 MB - Last synced: 4 days ago - Pushed: 17 days ago - Stars: 126 - Forks: 5

megvii-research/MOTR

[ECCV2022] MOTR: End-to-End Multiple-Object Tracking with TRansformer

Language: Python - Size: 26.7 MB - Last synced: 4 days ago - Pushed: 4 months ago - Stars: 559 - Forks: 88

SzaboGergely0419/Symmetry-Tracker

A General Tracking Framework for ML-based Time-Symmetric Tracking.

Language: Python - Size: 112 KB - Last synced: 6 days ago - Pushed: 6 days ago - Stars: 1 - Forks: 0

adipandas/multi-object-tracker

Multi-object trackers in Python

Language: Python - Size: 85.7 MB - Last synced: 4 days ago - Pushed: 8 months ago - Stars: 669 - Forks: 99

levan92/deep_sort_realtime

A really more real-time adaptation of deep sort

Language: Python - Size: 15.8 MB - Last synced: 10 days ago - Pushed: about 1 year ago - Stars: 137 - Forks: 41

MCG-NJU/MOTIP

Multiple Object Tracking as ID Prediction

Language: Python - Size: 1.1 MB - Last synced: 10 days ago - Pushed: 11 days ago - Stars: 42 - Forks: 3

MCG-NJU/SportsMOT

[ICCV 2023] SportsMOT: A Large Multi-Object Tracking Dataset in Multiple Sports Scenes

Language: Python - Size: 5 MB - Last synced: 4 days ago - Pushed: 10 months ago - Stars: 120 - Forks: 3

LJacksonPan/RaTrack

[ICRA2024] RaTrack: Moving Object Detection and Tracking with 4D Radar Point Cloud

Language: Python - Size: 153 MB - Last synced: 11 days ago - Pushed: 11 days ago - Stars: 38 - Forks: 9

HYUNJS/SGT

[WACV-2023] Detection Recovery in Online Multi-Object Tracking with Sparse Graph Tracker

Language: Python - Size: 220 KB - Last synced: 4 days ago - Pushed: over 1 year ago - Stars: 54 - Forks: 4

djdodsjsjx/MOT-RPF

Advancing Robot Person Following with Multi-Object Tracking and Dynamic ID Switching

Language: Python - Size: 58.2 MB - Last synced: 15 days ago - Pushed: 15 days ago - Stars: 1 - Forks: 0

tryolabs/norfair

Lightweight Python library for adding real-time multi-object tracking to any detector.

Language: Python - Size: 497 MB - Last synced: 16 days ago - Pushed: about 2 months ago - Stars: 2,302 - Forks: 232

licksylick/AutoTrackAnything

AutoTrackAnything is a universal, flexible and interactive tool for insane automatic object tracking over thousands of frames. It is developed upon XMem, Yolov8 and MobileSAM (Segment Anything), can track anything which detect Yolov8.

Language: Python - Size: 94.3 MB - Last synced: 13 days ago - Pushed: about 2 months ago - Stars: 48 - Forks: 5

xinshuoweng/AB3DMOT

(IROS 2020, ECCVW 2020) Official Python Implementation for "3D Multi-Object Tracking: A Baseline and New Evaluation Metrics"

Language: Python - Size: 181 MB - Last synced: 17 days ago - Pushed: about 2 months ago - Stars: 1,631 - Forks: 397

yihongXU/deepMOT

Official Implementation of How To Train Your Deep Multi-Object Tracker (CVPR2020)

Size: 28.3 MB - Last synced: 4 days ago - Pushed: about 1 year ago - Stars: 495 - Forks: 86

MedChaabane/DEFT

Joint detection and tracking model named DEFT, or ``Detection Embeddings for Tracking." Our approach relies on an appearance-based object matching network jointly-learned with an underlying object detection network. An LSTM is also added to capture motion constraints.

Language: Python - Size: 32.3 MB - Last synced: 4 days ago - Pushed: almost 3 years ago - Stars: 264 - Forks: 44

samihormi/Multi-Camera-Person-Tracking-and-Re-Identification

Simple model to Track and Re-identify individuals in different cameras/videos.(Yolov3 & Yolov4)

Language: Python - Size: 48.8 MB - Last synced: 13 days ago - Pushed: over 1 year ago - Stars: 180 - Forks: 64

wmuron/motpy

Library for tracking-by-detection multi object tracking implemented in python

Language: Python - Size: 18.7 MB - Last synced: 12 days ago - Pushed: about 1 year ago - Stars: 480 - Forks: 57

tteepe/EarlyBird

Official Code for "EarlyBird: Early-Fusion for Multi-View Tracking in the Bird's Eye View"

Language: Python - Size: 58.6 KB - Last synced: 13 days ago - Pushed: 3 months ago - Stars: 34 - Forks: 2

nightmaredimple/libmot

A Library of Multi-Object Tracking

Language: Python - Size: 4.61 MB - Last synced: 4 days ago - Pushed: almost 2 years ago - Stars: 258 - Forks: 43

MUHAMMAD-FARMAN/GuardianVision-Smart-Vehicle-Access-Control

Revolutionizing security by detecting and tracking vehicles and individuals, enabling real-time access management with just a click.

Language: Jupyter Notebook - Size: 7.98 MB - Last synced: 25 days ago - Pushed: 26 days ago - Stars: 0 - Forks: 0

mikel-brostrom/Yolov7_StrongSORT_OSNet

Real-time multi-camera multi-object tracker using YOLOv7 and StrongSORT with OSNet

Language: Python - Size: 35.1 MB - Last synced: 24 days ago - Pushed: 29 days ago - Stars: 393 - Forks: 91

open-mmlab/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.

Language: Python - Size: 2.85 MB - Last synced: 28 days ago - Pushed: 8 months ago - Stars: 3,379 - Forks: 575

djdodsjsjx/BAM-SORT

BAM-SORT: A state-of-the-art multi-object tracking algorithm using bottom edge cost matrix and activated trajectory matching for robust tracking in crowded and occlusion-heavy environments. Excelling in benchmarks like MOT17, MOT20, and DanceTrack.

Language: Python - Size: 102 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 3 - Forks: 0

tiev-tongji/LIMOT

A Tightly-Coupled System for LiDAR-Inertial Odometry and Multi-Object Tracking.

Language: C++ - Size: 6.98 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 37 - Forks: 3

dvl-tum/mot_neural_solver

Official PyTorch implementation of "Learning a Neural Solver for Multiple Object Tracking" (CVPR 2020 Oral).

Language: Python - Size: 3.27 MB - Last synced: 4 days ago - Pushed: about 2 years ago - Stars: 348 - Forks: 69

hustvl/SparseTrack

Official PyTorch implementation of SparseTrack (the new version of code will come soon)

Language: Python - Size: 2.22 MB - Last synced: 28 days ago - Pushed: 6 months ago - Stars: 108 - Forks: 13

fateshelled/bytetrack_ros

ByteTrack + ROS2 (foxy)

Language: C++ - Size: 54.7 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 20 - Forks: 8

appinho/SARosPerceptionKitti

ROS package for the Perception (Sensor Processing, Detection, Tracking and Evaluation) of the KITTI Vision Benchmark Suite

Language: Python - Size: 30.2 MB - Last synced: 17 days ago - Pushed: about 2 years ago - Stars: 239 - Forks: 80

PaddlePaddle/PaddleDetection

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

Language: Python - Size: 412 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 12,003 - Forks: 2,799

megvii-research/MOTRv2

[CVPR2023] MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors

Language: Python - Size: 78.1 KB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 323 - Forks: 43

AtomScott/SportsLabKit

A python package for turning sports video into csv files

Language: Jupyter Notebook - Size: 248 MB - Last synced: about 1 month ago - Pushed: 5 months ago - Stars: 196 - Forks: 17

RainBowLuoCS/DiffusionTrack

[AAAI 2024] DiffusionTrack: Diffusion Model For Multi-Object Tracking. DiffusionTrack is the first work to employ the diffusion model for multi-object tracking by formulating it as a generative noise-to-tracking diffusion process.

Language: Python - Size: 693 KB - Last synced: about 1 month ago - Pushed: about 2 months ago - Stars: 146 - Forks: 7

dvl-tum/SUSHI

Official PyTorch implementation of Unifying Short and Long-Term Tracking with Graph Hierarchies (CVPR 2023)

Language: Python - Size: 431 KB - Last synced: about 1 month ago - Pushed: 11 months ago - Stars: 100 - Forks: 10

GlassyWing/yolo_deepsort

Fast MOT base on yolo+deepsort, support yolo3 and yolo4

Language: Python - Size: 8.77 MB - Last synced: about 1 month ago - Pushed: over 3 years ago - Stars: 52 - Forks: 12

hailanyi/3D-Multi-Object-Tracker

A project for 3D multi-object tracking

Language: Python - Size: 24.6 MB - Last synced: about 2 months ago - Pushed: 12 months ago - Stars: 274 - Forks: 49

jizhu1023/DMAN_MOT

Code for Online Multi-Object Tracking with Dual Matching Attention Network, ECCV 2018

Language: MATLAB - Size: 18.6 MB - Last synced: 4 days ago - Pushed: almost 5 years ago - Stars: 83 - Forks: 15

JunaidCS032/MOTBeyondPixels

Monocular multi-object tracking using simple and complementary 3D and 2D cues (ICRA 2018)

Language: MATLAB - Size: 1.35 MB - Last synced: 4 days ago - Pushed: over 2 years ago - Stars: 186 - Forks: 40

corfyi/UCMCTrack

[AAAI 2024] UCMCTrack: Multi-Object Tracking with Uniform Camera Motion Compensation. UCMCTrack ranks first on MOT17 without using any appearance cues.

Language: Python - Size: 91.5 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 189 - Forks: 10

tryolabs/soccer-video-analytics

Demo on how to compute soccer ball possession automatically using AI.

Language: Python - Size: 1.08 MB - Last synced: 2 months ago - Pushed: 5 months ago - Stars: 115 - Forks: 37

OpenDriveLab/UniAD

[CVPR 2023 Best Paper] Planning-oriented Autonomous Driving

Language: Python - Size: 3.1 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 2,677 - Forks: 285

lixiaoyu2000/Poly-MOT

Official Repo For IROS 2023 Accepted Paper "Poly-MOT"

Language: Python - Size: 20.7 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 121 - Forks: 22

viplix3/BoTSORT-cpp

C++ implementation of BoT-SORT MOT algorithm with Re-ID and Camera Motion Compensation

Language: C++ - Size: 49.5 MB - Last synced: 2 months ago - Pushed: 3 months ago - Stars: 77 - Forks: 11

gaborvecsei/Color-Tracker

Color tracking with OpenCV

Language: Python - Size: 65.2 MB - Last synced: 25 days ago - Pushed: over 3 years ago - Stars: 164 - Forks: 35

LSH9832/UCMCTrack-cpp

A C++ implementation for UCMCTrack (SOTA in MOT17)

Language: C++ - Size: 12.9 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 5 - Forks: 1

ocetintas/MPNTrackSeg

"Multi-Object Tracking and Segmentation via Neural Message Passing" (IJCV 2022) - Official Implementation

Language: Python - Size: 1.5 MB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 19 - Forks: 2

nemonameless/PaddleDetection_YOLOX

Paddle YOLOX, 51.8mAP on COCO val by YOLOX-x, 44.6mAP on YOLOX-s ConvNeXt

Language: Python - Size: 274 MB - Last synced: 3 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 3

nemonameless/PaddleDetection_YOLOv5

🚀🚀🚀 YOLOv5 of PaddleDetection, Paddle implementation of YOLOv5

Language: Python - Size: 274 MB - Last synced: 3 months ago - Pushed: about 1 year ago - Stars: 13 - Forks: 5

GeekAlexis/FastMOT

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

Language: Python - Size: 117 MB - Last synced: 3 months ago - Pushed: over 2 years ago - Stars: 1,092 - Forks: 249

quantumjot/btrack

Bayesian multi-object tracking

Language: Python - Size: 16.1 MB - Last synced: 5 months ago - Pushed: 9 months ago - Stars: 280 - Forks: 47

reshalfahsi/multi-object-tracking

Multi-Object Tracking Using FCOS + DeepSORT

Language: Jupyter Notebook - Size: 115 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

SpyderXu/multi-object-tracking-paper-list

Paper list and source code for multi-object-tracking

Size: 96.7 KB - Last synced: 3 months ago - Pushed: about 4 years ago - Stars: 1,643 - Forks: 357

tobiasfshr/MOTSFusion

MOTSFusion: Track to Reconstruct and Reconstruct to Track

Language: Python - Size: 41.8 MB - Last synced: 3 months ago - Pushed: 9 months ago - Stars: 171 - Forks: 23

mantyni/Multi-object-detection-lego

Multi object detection of lego bricks in a dataset generated using using blender.

Language: Jupyter Notebook - Size: 146 MB - Last synced: 13 days ago - Pushed: 6 months ago - Stars: 13 - Forks: 1

ShreshthSaxena/TrackSS

Lightweight Swift package for adding real-time object tracking to any detector.

Language: Swift - Size: 726 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 15 - Forks: 3

tensorturtle/classy-sort-yolov5

Ready-to-use realtime multi-object tracker that works for any object category. YOLOv5 + SORT implementation.

Language: Python - Size: 198 MB - Last synced: 3 months ago - Pushed: over 1 year ago - Stars: 107 - Forks: 28

farhad-dalirani/Thermal-Camera-Vehicle-Detection-Tracking-Counting

Traffic flow monitoring using thermal camera: Detection of vehicles through fine-tuned YOLO-NAS, tracking of objects using SORT, and counting unique objects of interest as they pass through specified regions.

Language: Jupyter Notebook - Size: 8.69 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 3 - Forks: 0

nuchi/multi_object_tracking

Multi-object tracking of water fleas from video. Detects dark blotches on light background, performs multi-object association, tracks them with Kalman filters.

Language: Python - Size: 41 KB - Last synced: 5 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

aljosaosep/ciwt

This repository contains code for the tracking system as described in ''Combined Image- and World-Space Tracking in Traffic Scenes'', ICRA 2017.

Language: C++ - Size: 50.1 MB - Last synced: 4 days ago - Pushed: almost 4 years ago - Stars: 93 - Forks: 40

dvl-tum/motsynth-baselines

Baselines and setup instructions for the MOTSynth dataset (ICCV 2021)

Language: Python - Size: 1.49 MB - Last synced: 5 months ago - Pushed: about 2 years ago - Stars: 27 - Forks: 11

urs-waldmann/i-muppet

Code for 'I-MuPPET: Interactive Multi-Pigeon Pose Estimation and Tracking' (GCPR 2022, oral)

Language: Python - Size: 42.6 MB - Last synced: about 1 month ago - Pushed: 7 months ago - Stars: 4 - Forks: 1

kaikaic1998/Unified_Action_Recognition_System

A Unified Action Recognition System that allows the users to fine-tune with only a few videos to suit their unique application.

Language: Python - Size: 491 MB - Last synced: 5 months ago - Pushed: 6 months ago - Stars: 1 - Forks: 1

lixiaoyu2000/Rock-Track

Official Repo For "RockTrack"

Size: 66.3 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 10 - Forks: 0

jpanagos/consumers-bid

Code for the paper "A New Benchmark for Consumer Visual Tracking and Apparent Demographic Estimation from RGB and Thermal Images", by Panagos, I.-I.; Giotis, A.P.; Sofianopoulos, S. and Nikou, C., Sensors, 2023.

Language: Python - Size: 14.6 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 1 - Forks: 0

CMU-INF-DIVA/trackers

Multi-object tracking algorithms

Language: Python - Size: 22.5 KB - Last synced: 6 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

SonginCV/MAF_HDA

An official implementation of the MAF_HDA Tracker

Language: C++ - Size: 19.2 MB - Last synced: 2 months ago - Pushed: about 2 years ago - Stars: 19 - Forks: 5

Kazuhito00/MOT-Tracking-by-Detection-Pipeline

Tracking-by-Detection形式のMOT(Multi Object Tracking)について、 DetectionとTrackingの処理を分離して寄せ集めたフレームワーク(Tracking-by-Detection method MOT(Multi Object Tracking) is a framework that separates the processing of Detection and Tracking.)

Language: Python - Size: 437 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 55 - Forks: 10

kharitonov-ivan/multi-object-tracking-in-python

📡 implementation of multi object tracking algorithms including PMBM (Poisson Multi Bernoulli Mixture filter) in Python 🐍

Language: Jupyter Notebook - Size: 133 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 173 - Forks: 4

abhineet123/deep_mdp

Deep MDP: A Modular Framework for Multi-Object Tracking

Language: Python - Size: 5.49 MB - Last synced: about 1 month ago - Pushed: about 2 years ago - Stars: 2 - Forks: 1

holmescao/TOPICTrack

[IEEE TIP under review] TOPIC: A Parallel Association Paradigm for Multi-Object Tracking under Complex Motions and Diverse Scenes

Language: Python - Size: 171 MB - Last synced: 7 months ago - Pushed: 9 months ago - Stars: 282 - Forks: 41

HowieMa/DeepSORT_YOLOv5_Pytorch

DeepSORT + YOLOv5

Language: Python - Size: 55.4 MB - Last synced: 7 months ago - Pushed: almost 2 years ago - Stars: 234 - Forks: 53

chengche6230/ReST

[ICCV 2023] ReST: A Reconfigurable Spatial-Temporal Graph Model for Multi-Camera Multi-Object Tracking

Language: Python - Size: 20.6 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 85 - Forks: 10

rese1f/UniVHP

Unified Human-centric Perception Model and Benchmark in Sports

Size: 3.06 MB - Last synced: 13 days ago - Pushed: 7 months ago - Stars: 2 - Forks: 1

samuelmurray/tracking-by-detection

Multiple object tracking (MOT) algorithm implemented in C++

Language: C++ - Size: 14.4 MB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 337 - Forks: 95

adityaabothra/SoccerNet_V2_MultiPlayerTracking

Multi Player Detection for Soccer broadcast video Analysis. This is a work on improvement of state of the art FairMOT, ByteTrack, DeepSORT models for CVPR May,2022

Language: Jupyter Notebook - Size: 6.36 MB - Last synced: 4 months ago - Pushed: about 2 years ago - Stars: 4 - Forks: 0

santimontiel/lira-mot

🚘 Code of my Bachelor's Thesis "Multi Object-Tracking system based on LiDAR and RADAR for Intelligent Vehicles applications".

Language: Python - Size: 161 KB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 5 - Forks: 3

MedChaabane/Static_Objects_Geolocalization

3D detection, tracking, and localization of spatially-compact static objects (such as signs and traffic lights) from a single camera of a self-driving car.

Language: Python - Size: 785 KB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 4 - Forks: 1

fandulu/MPLT

Multi-person 3D panoramic localization tracking

Language: Jupyter Notebook - Size: 130 MB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 32 - Forks: 6

KeyForce/Cascade-RCNN-Tracking

Cascade-RCNN+DeepSort MOTDT Trackor++

Language: Python - Size: 2.22 MB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 132 - Forks: 23

yyc9268/Deep-TAMA

Official python re-implementation of the paper, Y. Yoon et al. Online Multiple Pedestrians Tracking using Deep Temporal Appearance Matching Association, Elsevier Information Sciences

Language: Python - Size: 46 MB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 25 - Forks: 1

arangesh/TrackMPNN

Language: Python - Size: 1.95 MB - Last synced: 4 days ago - Pushed: about 2 years ago - Stars: 7 - Forks: 1

Zhongdao/UniTrack

[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).

Language: Python - Size: 62.7 MB - Last synced: 7 months ago - Pushed: about 2 years ago - Stars: 323 - Forks: 32

Sh-Zh-7/intelligent-transportation-system

CV integrated project. Including MOT to track cars and pedestrians, object detection and image classification to get license plate content, semantic segmentation to get zebra crossing, tradition method to get area of lanes .etc.

Language: Python - Size: 73.4 MB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 39 - Forks: 6

joshkuminski/Turning_Movement_Counter_Yolov7_StrongSort_OSNet

Intersection turning movement counter with object tracking

Language: Python - Size: 215 MB - Last synced: 7 months ago - Pushed: 8 months ago - Stars: 4 - Forks: 3

tsadja/ShaSTA

Official Code for ShaSTA

Language: Python - Size: 8.35 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 15 - Forks: 3

tsenst/CrowdFlow

Optical Flow Dataset and Benchmark for Visual Crowd Analysis

Language: Python - Size: 1.94 MB - Last synced: 7 months ago - Pushed: 10 months ago - Stars: 94 - Forks: 22

caglarmert/MOT-Research

Human Activity Recognition Research Repository

Language: Python - Size: 25.9 MB - Last synced: 5 days ago - Pushed: almost 2 years ago - Stars: 15 - Forks: 3

RuizeHan/CVMHT

CVMHT : Complementary-View Multiple Human Tracking (AAAI 2020).

Language: MATLAB - Size: 283 MB - Last synced: 9 months ago - Pushed: over 2 years ago - Stars: 6 - Forks: 3

synchroazel/diff-MOT

Using Diffusion Models for Multi-Object Tracking.

Language: Python - Size: 328 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

gideontong/AB3DMOT

Official Python Implementation for "3D Multi-Object Tracking: A Baseline and New Evaluation Metrics", IROS 2020, ECCVW 2020

Language: Python - Size: 57.8 MB - Last synced: 25 days ago - Pushed: about 3 years ago - Stars: 1 - Forks: 1

holmescao/ANTS_marking_and_analysis_tools

[Acceptd by GigaScience] A dataset of ant colonies’ motion trajectories in indoor and outdoor scenes to study clustering behavior

Language: Python - Size: 8.39 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 3 - Forks: 1

SionHu/LP-MOT

Low-Power Multi-Object Tracking (LP-MOT) on UAV

Language: Jupyter Notebook - Size: 186 MB - Last synced: 9 months ago - Pushed: over 2 years ago - Stars: 2 - Forks: 0

kiranchhatre/detect-unique-objects

Language: Python - Size: 18.2 MB - Last synced: 10 months ago - Pushed: about 4 years ago - Stars: 1 - Forks: 0

Related Keywords
multi-object-tracking 146 object-detection 35 computer-vision 35 tracking 28 object-tracking 25 pytorch 21 deep-learning 17 python 15 tracking-by-detection 14 mot 13 yolo 9 yolox 9 real-time 8 yolov5 8 deepsort 8 bytetrack 7 segmentation 6 opencv 6 joint-detection-and-tracking 6 machine-learning 6 tracker 6 yolov3 6 yolov7 6 cpp 5 tensorflow 5 re-identification 5 multi-object-tracker 5 multiple-object-tracking 5 kalman-filter 5 reid 5 onnx 4 kitti 4 graph-neural-networks 4 pedestrian-tracking 4 ssd 4 yolov4 4 multi-camera-tracking 4 sensor-fusion 4 pose-estimation 4 autonomous-driving 4 dataset 4 single-object-tracking 4 re-id 3 autonomous-vehicles 3 sports 3 soccer 3 3d-tracking 3 robotics 3 object-tracker 3 gmphd-filter-implemetation 3 multi-object-tracking-segmentation 3 motpy 3 sort 3 multi-pedestrian-tracking 3 action-recognition 3 opencv-python 3 paddledetection 2 face-detection 2 paddlepaddle 2 unscented-kalman-filter 2 video-instance-segmentation 2 homography 2 tracking-algorithm 2 semantic-segmentation 2 video-processing 2 face-recognition 2 image-processing 2 kitti-dataset 2 segment-anything 2 yolov8 2 simulation 2 bounding-boxes 2 gmphd-filter 2 deep-sort 2 evaluation 2 keras-tensorflow 2 detectron2 2 crowd-analysis 2 tensorrt 2 strongsort 2 trajectory-prediction 2 osnet 2 sports-analytics 2 artificial-intelligence 2 end-to-end 2 transformer 2 cnn 2 norfair 2 keras 2 video-analytics 2 instance-segmentation 2 lidar 2 radar 2 video-analysis 2 one-shot-tracker 2 python3 2 human-pose-estimation 2 deployment 2 deep-sort-tracking 2 online-tracking 2