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  • Worcester Polytechnic Institute
  • Worcester, MA

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3D LIDAR-based Graph SLAM

C++ 2,089 730 Updated Jul 16, 2024

Deep learning network for detecting tennis court

Python 145 44 Updated Mar 15, 2024

NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning

Jupyter Notebook 2,775 481 Updated Aug 3, 2023

A list of papers and datasets about point cloud analysis (processing)

4,116 947 Updated May 19, 2023

C++ Implementation of the NDT mapping and localization algorithm for ADV on ROS.

C++ 110 44 Updated Sep 28, 2019

Collection of Computational Geometry algorithm Implementation and simple simulations using the implementation

C++ 71 27 Updated Oct 25, 2021

An Invitation to 3D Vision: A Tutorial for Everyone

CMake 1,567 306 Updated Mar 17, 2025

Particle Filter Localization for a Differential Drive Robot using LiDAR scans in a 2D Occupancy Grid

C++ 6 Updated Oct 9, 2021

Collaborative Collection of C++ Best Practices. This online resource is part of Jason Turner's collection of C++ Best Practices resources. See README.md for more information.

8,336 898 Updated Aug 6, 2024

The English version of 14 lectures on visual SLAM.

TeX 1,605 275 Updated May 8, 2023

An in-depth step-by-step tutorial for implementing sensor fusion with robot_localization! 🛰

672 172 Updated Mar 15, 2019

Auto Calibration of camera using Zhang's Method.

Jupyter Notebook 4 Updated Nov 2, 2022

SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)

Python 3,539 697 Updated Aug 30, 2024

A collection of useful datasets for robotics and computer vision

402 46 Updated Aug 26, 2021

2D Ray Casting using C++ and SFML

C++ 13 3 Updated May 14, 2019

Roadmap to become a Visual-SLAM developer in 2023

1,465 146 Updated Feb 1, 2024

Efficient neural feature detector and descriptor

Jupyter Notebook 2,069 433 Updated Dec 4, 2024

PyTorch pre-trained model for real-time interest point detection, description, and sparse tracking (https://arxiv.org/abs/1712.07629)

Python 2,002 402 Updated Jul 24, 2022

A Simple Car Simulator based on SFML Library and ROS

CMake 12 2 Updated Apr 23, 2020

Library and Utilities for working with ifm pmd-based 3D ToF Cameras

C++ 113 70 Updated Mar 18, 2025

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

Python 25,005 11,722 Updated Jun 7, 2024

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

Python 4,991 1,466 Updated Nov 30, 2023

A list of robotics companies using the Robot Operating System (ROS and ROS 2).

Shell 1,435 196 Updated Mar 20, 2025

An E2E tutorial on custom object detection using YOLOv3 with Transfer Learning on Google Colab.

Jupyter Notebook 23 18 Updated Jan 13, 2024

A webcam-based 3x3x3 rubik's cube solver written in Python 3 and OpenCV.

Python 623 98 Updated Oct 27, 2024

Create A REST API tutorial series: https://www.youtube.com/watch?v=tzlT__hx6sk&list=PLbpAWbHbi5rMV3H0S5IDK3cSRC1Jas3VP

Python 33 19 Updated Jul 28, 2018