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This may be the simplest implement of DDPM. You can directly run Main.py to train the UNet on CIFAR-10 dataset and see the amazing process of denoising.

Python 1,651 177 Updated Apr 24, 2023

PyTorch code and models for the DINOv2 self-supervised learning method.

Jupyter Notebook 9,405 838 Updated Aug 7, 2024

Minimal solvers for calibrated camera pose estimation

C++ 945 113 Updated Dec 4, 2024

🚀 AirVO upgrades to AirSLAM 🚀

C++ 780 110 Updated Oct 23, 2024

Image registration based on the Fourier-Mellin transform

C++ 99 22 Updated Nov 12, 2024

A multi-modal, photo-realistic dataset for online end-to-end scene change detection and more (accepted to IROS2021).

Python 107 14 Updated Oct 28, 2022

Releasing a novel dataset taken in a Clearpath Robotics warehouse.

Python 70 6 Updated Jul 26, 2023

iSLAM: Imperative SLAM (RA-L 2024) is a novel Visual-Inertial SLAM using Self-supervised Learning

Python 119 9 Updated Sep 1, 2024

[ICRA 2024] Outram: One-shot Global Localization via Triangulated Scene Graph and Global Outlier Pruning

C++ 125 7 Updated Mar 12, 2024

A curated list of awesome visual localization research works.

316 38 Updated Jun 22, 2023

Header-only C++/python library for fast approximate nearest neighbors

C++ 4,429 659 Updated Aug 11, 2024

[RAL 2024] D2S: Representing sparse descriptors and 3D coordinates for camera relocalization

Python 84 6 Updated Oct 25, 2024

[CVPR 2023 - Highlight] Accelerated Coordinate Encoding (ACE): Learning to Relocalize in Minutes using RGB and Poses

Python 371 35 Updated Jan 29, 2024

Non-iterative SLAM

C++ 96 10 Updated Mar 4, 2024
Makefile 1 Updated Oct 25, 2023

The official PyTorch implementation of the paper: *Xili Dai, Haigang Gong, Shuai Wu, Xiaojun Yuan, Yi Ma. "Fully Convolutional Line Parsing." *.

Python 156 21 Updated Oct 13, 2024

Training library for local feature detection and matching

Python 785 101 Updated Aug 6, 2024

A research protocol for deep graph matching.

Python 844 120 Updated Sep 19, 2024

Drawing Bayesian networks, graphical models, tensors, technical frameworks, and illustrations in LaTeX.

TeX 1,350 156 Updated Nov 24, 2024

republish livox raw message to standard pointcloud2

C++ 28 4 Updated Jul 9, 2023

2-Line Exhaustive Searching for Real-Time Vanishing Point Estimation in Manhattan World

C 225 74 Updated Jan 21, 2019

A 3D point cloud descriptor for place recognition

C++ 604 72 Updated May 6, 2023

Holistically-Attracted Wireframe Parsing [TPAMI'23] & [CVPR' 20]

Python 301 54 Updated Feb 26, 2024

Implementation of Monocular Direct Sparse Localization in a Prior 3D Surfel Map (DSL)

C++ 108 21 Updated Nov 18, 2021

LightGlue: Local Feature Matching at Light Speed (ICCV 2023)

Python 3,478 348 Updated Jun 20, 2024

Source Code for Paper "OrienterNet Visual Localization in 2D Public Maps with Neural Matching"

Python 466 49 Updated Sep 7, 2024

Monocular Camera Localization in Prior LiDAR Maps with 2D-3D Line Correspondences

C++ 206 83 Updated Apr 6, 2020

Official implementation of "Decentralization and Acceleration Enables Large-Scale Bundle Adjustment"

Cuda 354 32 Updated Jul 28, 2023

[CVPR 2023] "Revisiting Rotation Averaging: Uncertainties and Robust Losses" by Ganlin Zhang, Viktor Larsson and Daniel Barath

C++ 119 11 Updated Mar 26, 2024

A toolbox for mapping and localization with line features.

C++ 719 70 Updated Nov 29, 2024
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