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A simple Convolutional Neural Network to find edges of images using Canny edge detector result as ground truth

Python 13 1 Updated Nov 7, 2021

Disparity Estimation Network Architecture Draft Notes

Jupyter Notebook 16 2 Updated Sep 11, 2018

Efficient Joint Segmentation, Occlusion Labeling, Stereo and Flow Estimation by Koichiro Yamaguchi, David McAlleste, Raquel Urtasun

C++ 58 14 Updated Aug 14, 2016

(CVPR 2019) Pseudo-LiDAR from Visual Depth Estimation: Bridging the Gap in 3D Object Detection for Autonomous Driving

Jupyter Notebook 989 217 Updated Jul 2, 2020

OpenCV with Python By Example, published by packt

Python 51 27 Updated Jan 24, 2023

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

Python 2,007 404 Updated Jul 24, 2022

Efficient neural feature detector and descriptor

Jupyter Notebook 2,076 435 Updated Dec 4, 2024

GTSAM is a library of C++ classes that implement smoothing and mapping (SAM) in robotics and vision, using factor graphs and Bayes networks as the underlying computing paradigm rather than sparse m…

C++ 2,817 811 Updated Mar 27, 2025

PLVS is a real-time SLAM system with points, lines, volumetric mapping and 3D unsupervised incremental segmentation.

C++ 486 74 Updated Mar 5, 2025

Visual Inertial Odometry with SLAM capabilities and 3D Mesh generation.

C++ 1,645 433 Updated Mar 1, 2025

ORB-SLAM3: An Accurate Open-Source Library for Visual, Visual-Inertial and Multi-Map SLAM

C++ 7,049 2,686 Updated Jul 24, 2024

Multi-State Constraint Kalman Filter with ROS interface.

C++ 112 55 Updated Apr 4, 2017

Source code for the paper DM-VIO: Delayed Marginalization Visual-Inertial Odometry

C++ 1,114 190 Updated Oct 27, 2024

LIO-SAM: Tightly-coupled Lidar Inertial Odometry via Smoothing and Mapping

C++ 3,747 1,328 Updated Feb 14, 2025

LeGO-LOAM: Lightweight and Ground-Optimized Lidar Odometry and Mapping on Variable Terrain

C++ 2,496 1,141 Updated Aug 17, 2024

A Robust and Versatile Monocular Visual-Inertial State Estimator

C++ 5,244 2,130 Updated Aug 14, 2024