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Python (Pytorch) and Matlab (MatConvNet) implementations of CVPR 2021 Image Matching Workshop paper DFM: A Performance Baseline for Deep Feature Matching

MATLAB 199 22 Updated Jul 20, 2022

Ready to test your SLAM system in challenging datasets from extreme environments? Try this out! The dataset is provided by the Team CoSTAR that has been intensively testing multi-robot systems in r…

162 15 Updated Sep 2, 2022

List of publicly available datasets for SLAM

7 Updated Feb 4, 2021

LiDAR Guide

Python 80 12 Updated Jan 4, 2024

a list of papers, code, and other resources focus on deep learning SLAM system

164 16 Updated Apr 11, 2023

Localization using Neural Network-based 3D LiDAR retrieval

Python 2 1 Updated Jan 6, 2022

Notebooks about object motion and localization from the Udacity Computer Vision Nanodegree.

Jupyter Notebook 1 1 Updated Nov 10, 2022

Python sample code of 3D pose optimization SLAM

Python 72 8 Updated May 4, 2023

Realization of UnDeepVO method

Python 12 13 Updated Apr 3, 2024

Tensorflow(version 2.1.0) Implementation of UnDeepVO

Jupyter Notebook 4 2 Updated Jul 24, 2024

Modifications to improve single object tracking in 360° equirectangular videos.

Python 19 2 Updated Oct 25, 2022

Handy tool for equirectangular images

Python 175 29 Updated Nov 10, 2020

OpenVSLAM: A Versatile Visual SLAM Framework

2,975 870 Updated Feb 25, 2021

Unsupervised Deep Learning in Python Udemy Course

Jupyter Notebook 12 7 Updated Dec 23, 2017

In this project, we try to implement methods for static and dynamic object detection, localization and mapping, behavior and maneuver planning, and vehicle control, by using realistic vehicle physi…

Jupyter Notebook 6 4 Updated Apr 14, 2020

LiDAR-Based Robot Localization with Deep Learning

Jupyter Notebook 8 Updated Oct 27, 2023

Unsupervised Scale-consistent Depth Learning from Video (IJCV2021 & NeurIPS 2019)

Python 736 150 Updated Sep 5, 2022

KITTI Odometry Evaluation Toolbox

Python 212 36 Updated Mar 22, 2024

An educational project for interacting with Smart Contracts on Ethereum using web3py

Python 3 2 Updated May 25, 2020

Using a Metaheuristic Optimisation technique to solve a Drone Delivery Problem. There is a fundamental difference between the Vehicle Routing Problem and the Drone Delivery Problem which is the sma…

Python 5 Updated Jul 6, 2023

A curated list of awesome datasets for SLAM

1,742 338 Updated Dec 13, 2024

☁️ Build multimodal AI applications with cloud-native stack

Python 21,225 2,214 Updated Dec 20, 2024

Optical flow estimation using GANs

Python 1 Updated Jul 16, 2020

VODE: Visual Odometry and Depth Estimation

Python 7 1 Updated Dec 8, 2022

Pytorch easy-to-follow Capsule Network tutorial

Jupyter Notebook 770 135 Updated Oct 4, 2019

A Capsule Network implementation in pure Keras running on Tensorflow 2.0

Python 3 2 Updated May 25, 2021
Jupyter Notebook 1 Updated Jul 25, 2024

Python implementation of Visual Odometry algorithms from http://rpg.ifi.uzh.ch/

Jupyter Notebook 384 91 Updated Jun 10, 2024

A Capsule Implement with Pure Keras

Python 351 108 Updated Dec 28, 2019

Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow

Jupyter Notebook 339 184 Updated Oct 2, 2020
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