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The Top 23 Image Matching Open Source Projects

Open source projects categorized as Image Matching
Categories > Image Matching
Lightglue ⭐ 2,725
LightGlue: Local Feature Matching at Light Speed (ICCV 2023)
most recent commit 3 months ago
Recent Stars 2024 ⭐ 892
🔥SLAM, VIsual localization, keypoint detection, Image matching, Pose/Object tracking, Depth/Disparity/Flow Estimation, 3D-graphic, etc. related papers and code
most recent commit 4 months ago
Cv Arxiv Daily ⭐ 631
🎓Automatically Update CV Papers Daily using Github Actions (Update Every 12th hours)
most recent commit 3 months ago
Glue Factory ⭐ 493
Training library for local feature detection and matching
most recent commit 3 months ago
Gluestick ⭐ 461
Joint Deep Matcher for Points and Lines 🖼️💥🖼️ (ICCV 2023)
most recent commit 4 months ago
Image Matching Toolbox ⭐ 459
This is a toolbox repository to help evaluate various methods that perform image matching from a pair of images.
most recent commit 4 months ago
Hardnet ⭐ 458
Hardnet descriptor model - "Working hard to know your neighbor's margins: Local descriptor learning loss"
most recent commit a year ago
Image Matching Webui ⭐ 372
🤗 image matching toolbox webui
most recent commit 4 months ago
Dkm ⭐ 251
[CVPR 2023] DKM: Dense Kernelized Feature Matching for Geometry Estimation
most recent commit 7 months ago
Adalam ⭐ 249
AdaLAM is a fully handcrafted realtime outlier filter integrating several best practices into a single efficient and effective framework. It detects inliers by searching for significant local affine patterns in image correspondences.
most recent commit 2 years ago
Oanet ⭐ 231
Implementation of ICCV19 Paper "Learning Two-View Correspondences and Geometry Using Order-Aware Network"
most recent commit a year ago
Roma ⭐ 228
RoMa: Robust Dense Feature Matching; RoMa is the robust dense feature matcher capable of estimating pixel-dense warps and reliable certainties for almost any image pair.
most recent commit 3 months ago
Affnet ⭐ 209
Code and weights for local feature affine shape estimation paper "Repeatability Is Not Enough: Learning Discriminative Affine Regions via Discriminability"
most recent commit 2 years ago
Patch2pix ⭐ 170
Patch2Pix: Epipolar-Guided Pixel-Level Correspondences [CVPR2021]
most recent commit 2 years ago
Dgc Net ⭐ 167
A PyTorch implementation of "DGC-Net: Dense Geometric Correspondence Network"
most recent commit 3 years ago
Qaconv ⭐ 166
[ECCV 2020] QAConv: Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting, and [CVPR 2022] GS: Graph Sampling Based Deep Metric Learning
most recent commit a year ago
Sfm Disambiguation Colmap ⭐ 145
Making Structure-from-Motion (COLMAP) more robust to symmetries and duplicated structures
most recent commit 2 years ago
Image Matching Paper List ⭐ 135
A personal list of papers and resources of image matching and pose estimation, including perspective images and panoramas.
most recent commit 5 months ago
Doppelgangers ⭐ 125
Doppelgangers: Learning to Disambiguate Images of Similar Structures
most recent commit 5 months ago
Openglue ⭐ 118
Open Source Graph Neural Net Based Pipeline for Image Matching
most recent commit 2 years ago
Dfm ⭐ 114
Python (Pytorch) and Matlab (MatConvNet) implementations of CVPR 2021 Image Matching Workshop paper DFM: A Performance Baseline for Deep Feature Matching
most recent commit 2 years ago
Pytorch Sift ⭐ 101
PyTorch implementation of SIFT descriptor
most recent commit 5 years ago
Deep Image Matching ⭐ 97
Multiview matching with deep-learning and hand-crafted local features for COLMAP and other SfM software. Supports high-resolution formats and images with rotations. Both CLI and GUI are supported.
most recent commit 3 months ago
The 2 Latest Releases In Image Matching Open Source Projects
Pyxel ⭐ 33
Python FE-DIC library
total releases 7latest release November 14, 2023most recent commit 3 months ago
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