GitHub topics: multi-object-tracking

Repositories

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: 8.7 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 7 - Forks: 1

kriale/CVSDC

Computer Vision Social Distance Control

Language: Python - Size: 39.1 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

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 at: about 1 year ago - Pushed at: about 1 year ago - Stars: 48 - Forks: 5

jizhu1023/DMAN_MOT

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

Language: MATLAB - Size: 18.6 MB - Last synced at: 10 days ago - Pushed at: almost 6 years ago - Stars: 84 - Forks: 14

djdodsjsjx/MOT-RPF

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

Language: Python - Size: 58.2 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

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 at: about 1 year ago - Pushed at: about 1 year ago - Stars: 34 - Forks: 2

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 at: about 1 month ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

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 at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0

fateshelled/bytetrack_ros

ByteTrack + ROS2 (foxy)

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

reshalfahsi/multi-object-tracking

Multi-Object Tracking Using FCOS + DeepSORT

Language: Jupyter Notebook - Size: 115 MB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

GlassyWing/yolo_deepsort

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

Language: Python - Size: 8.77 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 52 - Forks: 12

SonginCV/MAF_HDA

An official implementation of the MAF_HDA Tracker

Language: C++ - Size: 19.2 MB - Last synced at: about 2 months ago - Pushed at: about 3 years ago - Stars: 18 - Forks: 5

tryolabs/soccer-video-analytics

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

Language: Python - Size: 1.08 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 115 - Forks: 37

LSH9832/UCMCTrack-cpp

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

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

SionHu/LP-MOT

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

Language: Jupyter Notebook - Size: 186 MB - Last synced at: 6 months ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 0

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 at: 24 days ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 4

ShreshthSaxena/TrackSS

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

Language: Swift - Size: 726 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 15 - Forks: 3

dvl-tum/motsynth-baselines

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

Language: Python - Size: 1.49 MB - Last synced at: over 1 year ago - Pushed at: about 3 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 at: about 1 year ago - Pushed at: over 1 year 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 at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

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 at: 2 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

CMU-INF-DIVA/trackers

Multi-object tracking algorithms

Language: Python - Size: 22.5 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

abhineet123/deep_mdp

Deep MDP: A Modular Framework for Multi-Object Tracking

Language: Python - Size: 5.49 MB - Last synced at: 2 months ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 1

HowieMa/DeepSORT_YOLOv5_Pytorch

DeepSORT + YOLOv5

Language: Python - Size: 55.4 MB - Last synced at: over 1 year ago - Pushed at: over 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 at: over 1 year ago - Pushed at: over 1 year ago - Stars: 85 - Forks: 10

rese1f/UniVHP

Unified Human-centric Perception Model and Benchmark in Sports

Size: 3.06 MB - Last synced at: 3 months ago - Pushed at: over 1 year 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 at: over 1 year ago - Pushed at: over 3 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 at: over 1 year ago - Pushed at: about 3 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 at: over 1 year ago - Pushed at: over 3 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 at: over 1 year ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 1

fandulu/MPLT

Multi-person 3D panoramic localization tracking

Language: Jupyter Notebook - Size: 130 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 32 - Forks: 6

KeyForce/Cascade-RCNN-Tracking

Cascade-RCNN+DeepSort MOTDT Trackor++

Language: Python - Size: 2.22 MB - Last synced at: over 1 year ago - Pushed at: over 4 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 at: over 1 year ago - Pushed at: over 3 years ago - Stars: 25 - Forks: 1

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 at: over 1 year ago - Pushed at: over 2 years 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 at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 3

tsadja/ShaSTA

Official Code for ShaSTA

Language: Python - Size: 8.35 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 15 - Forks: 3

caglarmert/MOT-Research

Human Activity Recognition Research Repository

Language: Python - Size: 25.9 MB - Last synced at: 12 months ago - Pushed at: almost 3 years ago - Stars: 15 - Forks: 3

RuizeHan/CVMHT

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

Language: MATLAB - Size: 283 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 3

synchroazel/diff-MOT

Using Diffusion Models for Multi-Object Tracking.

Language: Python - Size: 328 MB - Last synced at: over 1 year ago - Pushed at: over 1 year 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 at: about 1 year ago - Pushed at: about 4 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 at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 1

kiranchhatre/detect-unique-objects

Language: Python - Size: 18.2 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

Apiquet/Tracking_SSD_ReID

SSD300 implementation with TensorFlow plus re-identification for multi-object tracking

Language: Jupyter Notebook - Size: 75.6 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 2

swetanjal/muSSP-Efficient-Min-cost-Flow-Algorithm-for-Multi-object-Tracking

An efficient algorithm for solving data association problems modelled as a Minimum cost flow problem applied in the field of Multi Object Tracking

Language: Python - Size: 1.05 GB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 15 - Forks: 4

scimone/PeopleDetector

People Detector is a Python script that processes videos as input and performs individual people detection, tracking, and counting, using YOLOv5 and motpy. It then displays bounding boxes around each person, assigns unique IDs, and shows the count of people in the video frame.

Language: Python - Size: 4.88 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

alaradirik/people-counting

University of Glasgow, MSc Project

Language: Python - Size: 274 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 10 - Forks: 2

nemonameless/PaddleDetection_YOLOset

Paddle YOLO set: YOLOv3, PPYOLO, PPYOLOE, YOLOX, YOLOv5, YOLOv7 and so on.

Language: Python - Size: 273 MB - Last synced at: about 9 hours ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

dendorferpatrick/QuoVadis

[NeurIPS 2022] Quo Vadis: Is Trajectory Forecasting the Key Towards Long-Term Multi-Object Tracking?

Language: Python - Size: 10.2 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 21 - Forks: 1

AIFARMS/multi-camera-pig-tracking

Official Implementation of "Tracking Grow-Finish Pigs Across Large Pens Using Multiple Cameras"

Language: C - Size: 84 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 52 - Forks: 15

simsiru/pymot

Multi object tracking module

Language: Python - Size: 160 MB - Last synced at: 9 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

IacopomC/Sensor-Fusion-3D-Multi-Object-Tracking

Extended Kalman Filter and Deep Learning to detect vehicles from RGB and LiDAR data (Sensor Fusion and Tracking project of the Udacity Self-Driving Car Engineer Nanodegree Program)

Language: Python - Size: 714 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 10 - Forks: 1

Ayushman-Choudhuri/yolov5-deepsort

The YOLOv5 DeepSORT GitHub repository is an open-source project for real-time object tracking using the YOLOv5 and DeepSORT algorithms. The code is written in Python using PyTorch

Language: Python - Size: 45.1 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

ZhengJun-AI/Nanodet_DeepSort_Pytorch Fork of mikel-brostrom/yolo_tracking

Real-time multi-object tracker using nanodet and deep sort

Language: Python - Size: 91 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 1

ocetintas/tracktor-mot

Multi-object tracker inspired from "Tracking without bells and whistles" (ICCV 2019)

Language: Python - Size: 647 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 0

djape24394/gmphd_filter

The Gaussian Mixture Probability Hypothesis Density filter, GMPHD python implementation

Language: Python - Size: 6.23 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 13 - Forks: 5

a-ngo/computer-vision

Language: C++ - Size: 183 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

liyier90/FairMOT-cpp

An inference-only C++ implementation of FairMOT.

Language: C++ - Size: 5.95 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

hardik0/Multi-Object-Tracking-Google-Colab

Collection of papers, code, notebooks, datasets and other resources for Multi Object Tracking (Vehicle tracking, Pedestrian tracking) | Google colab

Language: Jupyter Notebook - Size: 49.3 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 58 - Forks: 19

asmaamirkhan/ObjectTracker-s-

Implementation of various methods of single / multi object tracking 🐾🛰

Language: Python - Size: 94 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 9 - Forks: 9

SonginCV/GMPHD-OGM_Tracker

This repository includes a C/C++ Implementation of the GMPHD-OGM tracker with a demo code.

Language: C++ - Size: 39.5 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 29 - Forks: 8

HowieMa/DeepSORT_Face

facenet-pytorch + DeepSORT

Language: Python - Size: 2.27 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 9 - Forks: 2

qbxlvnf11/byte-tracker-with-detector

Yolo-v3 detector with multi-object tracker ByteTrack

Language: Python - Size: 103 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

KLONNEX/jde-reimplementation

Re-Implementation of the original JDE model with code improvements. Original repo link https://github.com/Zhongdao/Towards-Realtime-MOT

Language: Python - Size: 516 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 0

SpyderXu/ssd_sort

Multi-person tracking with SSD and Sort

Language: Python - Size: 482 KB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 83 - Forks: 29

satya15july/multi_object_tracking

Multi-Object tracking:

Language: Python - Size: 58.6 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

xiaoxiong74/Object-Detection-and-Tracking

deep_sort_yolov3

Language: Python - Size: 78.9 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 41 - Forks: 9

i-am-sorri/SESAME_core

Language: MATLAB - Size: 38.9 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 3

ruiyu0/Retracking-by-Prediction

Code and data for "Towards Robust Human Trajectory Prediction in Raw Videos" IROS 2021

Language: Python - Size: 1.69 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 15 - Forks: 0

youngbin-ro/Homography-Based-MOTDT

MOTDT with Homography Matrix for Multi-Object Tracking

Language: Python - Size: 51.7 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 21 - Forks: 2

yihongXU/DAUMOT

Official Implementation for DAUMOT: Domain Adaptation for Unsupervised Multiple Object Tracking, An unsupervised MOT training framework with domain adaptation.

Size: 1.33 MB - Last synced at: 4 months ago - Pushed at: about 3 years ago - Stars: 13 - Forks: 1