multi-object-tracking

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

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

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

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.

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

Paper list and source code for multi-object-tracking

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

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

Multi-object trackers in Python

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

SiamMOT: Siamese Multi-Object Tracking

BoT-SORT: Robust Associations Multi-Pedestrian Tracking

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

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

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

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

[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).

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.

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

A Library of Multi-Object Tracking