image-matching 开源项目推荐（209 个）

cvg /LightGlue

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

verlab /accelerated_features

Implementation of XFeat (CVPR 2024). Do you need robust and fast local feature extraction? You are in the right place!

Vincentqyw /cv-arxiv-daily

使用Github Action每天自动更新简历论文

Parskatt /RoMa

[CVPR 2024] 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.

Vincentqyw /image-matching-webui

收件箱图像匹配webui

cvg /glue-factory

Training library for local feature detection and matching

Vincentqyw /Recent-Stars-2025

🔥SLAM, VIsual localization, keypoint detection, Image matching, Pose/Object tracking, Depth/Disparity/Flow Estimation, 3D-graphic, etc. related papers and code

gmberton /vismatch

Wrapper of 50+ image matching models with a unified interface

xuelunshen /gim

GIM: Learning Generalizable Image Matcher From Internet Videos (ICLR 2024 Spotlight)

google-research /omniglue

Code release for CVPR'24 submission 'OmniGlue'

LSXI7 /MINIMA

[CVPR 2025] MINIMA: Modality Invariant Image Matching

cvg /GlueStick

Joint Deep Matcher for Points and Lines 🖼️💥🖼️ (ICCV 2023)

GrumpyZhou /image-matching-toolbox

这是一个工具箱库，用于评估从一对图像进行图像匹配的各种方法。

3DOM-FBK /deep-image-matching

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.

DagnyT /hardnet

Hardnet descriptor model - "Working hard to know your neighbor's margins: Local descriptor learning loss"

Parskatt /DKM

[CVPR 2023] DKM: Dense Kernelized Feature Matching for Geometry Estimation

facebookresearch /VLM3

[NeurIPS 2026] Official implementation of paper "VLM³: Vision Language Models Are Native 3D Learners".

ericzzj1989 /Awesome-Image-Matching

Bibliographic list for papers of image matching

ucuapps /OpenGlue

Open Source Graph Neural Net Based Pipeline for Image Matching

chicleee /Image-Matching-Paper-List

A personal list of papers and resources of image matching and pose estimation, including perspective images and panoramas.