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Object Tracking

12 projects

Showing 12 of 12 projects

pysot
pysotPython

A PyTorch-based research platform implementing state-of-the-art single object tracking algorithms like SiamRPN and SiamMask.

#object-tracking#deep-learning#siamrpn
Stars4.6k
Forks1.1k
Last commit1 year ago
opendatacam
opendatacamJavaScript

An open-source computer vision tool that detects, tracks, and counts moving objects from cameras and videos.

#iot#camera#traffic-analysis
Stars1.7k
Forks299
Last commit5 months ago
multiple-object-tracking-lidar
multiple-object-tracking-lidarC++

A C++ ROS package for real-time detection, tracking, and classification of static and dynamic objects from LIDAR point clouds.

#lidar#robotics#object-tracking
Stars908
Forks228
Last commit4 years ago
Anti-UAV
Anti-UAVPython

A benchmark and toolkit for discovering, detecting, recognizing, and tracking UAVs in the wild using RGB and thermal infrared video.

#thermal-infrared#uav-detection#object-tracking
Stars861
Forks142
Last commit1 year ago
3d-vehicle-tracking
3d-vehicle-trackingPython

Official PyTorch implementation for joint monocular 3D vehicle detection and tracking from ICCV 2019.

#monocular-vision#autonomous-driving#pose-estimation
Stars687
Forks130
Last commit3 years ago
se(3)-TrackNet
se(3)-TrackNetPython

A neural network for real-time 6D object pose tracking in video using RGB-D data, trained only on synthetic images.

#robotics#pose-estimation#manipulation
Stars424
Forks67
Last commit3 years ago
apriltag_ros
apriltag_rosC++

A ROS 2 node for detecting AprilTag fiducial markers in camera images and publishing their poses and metadata.

#robotics#pose-estimation#camera-calibration
Stars369
Forks173
Last commit2 months ago
SARosPerceptionKitti
SARosPerceptionKittiPython

ROS package for sensor processing, object detection, tracking, and evaluation using the KITTI Vision Benchmark dataset.

#robotics#autonomous-driving#sensor-fusion
Stars251
Forks76
Last commit4 years ago
Attentive Object Tracking
Attentive Object TrackingPython

A TensorFlow implementation of hierarchical attentive recurrent neural networks for single object tracking in videos.

#kitti-dataset#object-tracking#deep-learning
Stars147
Forks45
Last commit8 years ago
ros2_object_analytics
ros2_object_analyticsC++

A ROS2 wrapper for real-time object detection, 3D localization, and tracking using RGB-D camera inputs.

#robotics#perception#object-tracking
Stars110
Forks45
Last commit3 years ago
Nellie
NelliePython

An automated pipeline for organelle segmentation, tracking, and hierarchical feature extraction in 2D/3D live-cell microscopy.

#organelle-segmentation#image-analysis#bioimage-analysis
Stars98
Forks15
Last commit4 months ago
ros2_moving_object
ros2_moving_objectC++

A ROS2 component that calculates velocity information for tracked objects to enhance robot motion planning and collision avoidance.

#robotics#object-tracking#ros2
Stars7
Forks5
Last commit4 years ago

Related Tags

#Computer Vision10#Robotics6#Pytorch3#Object Detection3#Pose Estimation3#Video Analysis3#Tracking3#Ros23
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