tracking-by-detection

There are 100 repositories under tracking-by-detection topic.

  • mikel-brostrom/boxmot

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

    Language:Python7.1k611.2k1.8k

  • abhineet123/Deep-Learning-for-Tracking-and-Detection

    Collection of papers, datasets, code and other resources for object tracking and detection using deep learning

    Language:HTML2.5k1556654

  • Zhongdao/Towards-Realtime-MOT

    Joint Detection and Embedding for fast multi-object tracking

    Language:Python2.4k54244542

  • NirAharon/BoT-SORT

    BoT-SORT: Robust Associations Multi-Pedestrian Tracking

    Language:Jupyter Notebook1k14107446

  • bochinski/iou-tracker

    Python implementation of the IOU Tracker

    Language:Python6933124175

  • wmuron/motpy

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

    Language:Python520212360
  • Finger-Detection-and-Tracking

    amarlearning/Finger-Detection-and-Tracking

    Finger Detection and Tracking using OpenCV and Python

    Language:Python3952315152

  • samuelmurray/tracking-by-detection

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

    Language:C++348211696

  • 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:Python345104435

  • rampal-punia/yolov8-streamlit-detection-tracking

    Object detection and tracking algorithm implemented for Real-Time video streams and static images.

    Language:Python334514143

  • 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:Python273133342

  • megvii-research/MCTrack

    This is the offical implementation of the paper "MCTrack: A Unified 3D Multi-Object Tracking Framework for Autonomous Driving"

    Language:Python15542112

  • KeyForce/Cascade-RCNN-Tracking

    Cascade-RCNN+DeepSort MOTDT Trackor++

    Language:Python133101823

  • jiaweihe1996/GMTracker

    Official PyTorch implementation of "Learnable Graph Matching: Incorporating Graph Partitioning with Deep Feature Learning for Multiple Object Tracking" (CVPR 2021).

    Language:Python11552923

  • tsenst/CrowdFlow

    Optical Flow Dataset and Benchmark for Visual Crowd Analysis

    Language:Python11361122

  • 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 Notebook881326

  • 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:Python79348

  • 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:Python703311

  • DLR-MI/UTrack

    Multi-Object Tracking with Uncertain Detections [ECCV 2024 UnCV]

    Language:Python59531

  • Postroggy/OC_SORT_CPP

    [CVPR 2024] OC-SORT implemented in C++ with Eigen Library, Plus a Android Demo Apk

    Language:C++553412

  • gitmehrdad/SFSORT

    SFSORT: Scene Features-based Simple Online Real-Time Tracker

    Language:Jupyter Notebook532810

  • colinlaney/animal-tracking

    Object tracking with OpenCV in open field behavioral test (overhead view maze)

    Language:Python5232323

  • SeanChenxy/TSSD-OTA

    Temporally Identity-Aware SSD with Attentional LSTM

    Language:Python516013

  • yfukai/laptrack

    Particle tracking by solving linear assignment problem.

    Language:Python493174

  • SonginCV/GMPHD-OGM_Tracker

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

    Language:C++34348

  • JanghoonChoi/TACT

    Visual Tracking by TridenAlign and Context Embedding

    Language:Python33227

  • LdDl/odam

    ODAM - Object detection and Monitoring

    Language:Go333134

  • SmitSheth/People-Counter

    This project counts number of people coming in and going out of structures such as building, stores,etc. based on tripline crossing.

    Language:C303159

  • xiaoxiaotao/person-detection

    TensorRT person tracking RFBNet300

    Language:C++30246

  • PPokorski/laser_object_tracker

    ROS package for Detection and Tracking of Multiple Objects (DATMO), code of my master's thesis "Prediction of Objects' Motion in the Vicinity of Robot".

    Language:C++26107

  • tudelft-iv-students/offline-tracking-with-object-permanence

    The open source implementation of 'Offline Tracking with Object Permanence', which aims to recover the occluded vehicle trajectories and reduce the identity switches caused by occlusions.

    Language:Python23102

  • hsjeong5/CSK

    A Python implementation of "Exploiting the Circulant Structure of Tracking-by-Detection with Kernels"

    Language:Python19016

  • jomoza/5ELG

    5ELG is a browser fingerprinting tool designed to collect and analyze data about a user's browser and environment through various modules called "dealers."

    Language:JavaScript17200

  • Nicholasli1995/SNVC

    Official project website for the AAAI 2022 paper "Stereo Neural Vernier Caliper"

    Language:Python17511

  • alramirezca/ATRACKCS

    Python package for automated detection and tracking of cumulus clouds from satellite data

    Language:HTML15214

  • 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 Notebook12102