AB3DMOT

Tracking system

An implementation of a real-time 3D multi-object tracking system using off-the-shelf detectors and Kalman filters.

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

GitHub

2k stars
49 watching
403 forks
Language: Python
last commit: 8 months ago
Linked from 1 awesome list

2d-mot-evaluation3d-mot3d-multi3d-multi-object-tracking3d-trackingcomputer-visionevaluationevaluation-metricskittikitti-3dmachine-learningmulti-object-trackingreal-timeroboticstracking

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
xinli-zn/tadt An implementation of the Target-Aware Deep Tracking method in MATLAB 67
ucbdrive/3d-vehicle-tracking A system for tracking and estimating the 3D position of vehicles based on monocular visual data 662
wenbowen123/iros20-6d-pose-tracking An optimization approach for long-term 6D pose tracking of objects in video sequences using synthetic data and a novel neural network architecture. 389
appinho/sarosperceptionkitti A ROS package for processing and analyzing KITTI vision data to enable object detection, tracking, and evaluation in autonomous vehicles. 246
polyaxon/traceml A software framework for tracking and analyzing machine learning data, including model performance, inputs, outputs, and project metadata. 504
robot-perception-group/airpose A deep learning framework for multi-view fusion network-based 3D human motion capture system 52
amoudgl/mosse-tracker An implementation of MOSSE tracking algorithm in MATLAB for visual object tracking using adaptive correlation filters. 82
martinruenz/co-fusion Enables a robot to maintain scene descriptions at the object level by segmenting and tracking objects in real-time from RGB-D images. 501
qraat/qraat Software for animal tracking and management using machine learning and sensor data 4
wenbowen123/bundletrack A system for tracking the 6D pose of novel objects without requiring any prior knowledge of their 3D models or instance identities. 616
vision4robotics/autotrack A Matlab implementation of an automatic visual tracking system with spatio-temporal regularization for UAVs 96
sglvladi/trackingx A MATLAB toolkit for multi-target tracking algorithms providing a common framework for prototyping and evaluation. 95
xingyizhou/pytorch-pose-hg-3d A PyTorch implementation of a 3D human pose estimation algorithm using weak supervision. 613
xu-tianyang/gfs-dcf Software implementation of visual object tracking technique with feature selection and filter learning components. 58
yuhsuansia/extended-target-pmbm-tracker An implementation of a tracking algorithm for detecting and predicting the movement of multiple extended targets 66