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Navid Kayhani's Projects

apriltag icon apriltag

AprilTag is a visual fiducial system popular for robotics research.

apriltag_ros icon apriltag_ros

A ROS wrapper of the AprilTag 3 visual fiducial detector

ifc icon ifc

Industry Foundation Classes (IFC)

ifc2vec icon ifc2vec

Vector representation of the Industry Foundation Classes (IFC) hierarchical schema

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

lie_groups icon lie_groups

Implementation-focused introduction to Lie groups for roboticists

liegroups icon liegroups

Python implementation of SO2, SE2, SO3, and SE3 matrix Lie groups using numpy or pytorch

lsun-room icon lsun-room

Indoor Scene Layout Estimation from a Single Image, ICPR 2018.

pytorch-hed icon pytorch-hed

a reimplementation of Holistically-Nested Edge Detection in PyTorch

robot_localization icon robot_localization

robot_localization is a package of nonlinear state estimation nodes. The package was developed by Charles River Analytics, Inc. Please ask questions on answers.ros.org.

sandbox icon sandbox

Collection of codes on random topics I've played around with

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