GitHub topics: image-matching

Repositories

gmberton/image-matching-models

Wrapper of 37+ image matching models with a unified interface

Language: Python - Size: 86.5 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 663 - Forks: 59

jaehyunnn/DeepAerialMatching_pytorch

Official Implementation of Deep Aerial Image Matching using PyTorch

Language: Python - Size: 13 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 87 - Forks: 14

visionxiang/awesome-computational-photography

A curated list of awesome resources for topics related to computational photography via deep learning, which mainly focuses on image alignment and stitching.

Size: 243 KB - Last synced at: 8 days ago - Pushed at: 6 months ago - Stars: 171 - Forks: 16

Vincentqyw/cv-arxiv-daily

🎓Automatically Update CV Papers Daily using Github Actions

Language: Python - Size: 34.1 MB - Last synced at: 11 days ago - Pushed at: 13 days ago - Stars: 1,367 - Forks: 537

Vincentqyw/image-matching-webui

🤗 image matching webui

Language: Python - Size: 244 MB - Last synced at: 20 days ago - Pushed at: 23 days ago - Stars: 1,178 - Forks: 103

ALFONSOBUGRA/SatelliteLocalization

SatelliteLocalization: Visual Localization Using Pre-existing Satellite Images

Language: Python - Size: 107 MB - Last synced at: 24 days ago - Pushed at: 25 days ago - Stars: 1 - Forks: 1

zjhthu/OANet

Implementation of ICCV19 Paper "Learning Two-View Correspondences and Geometry Using Order-Aware Network"

Language: Python - Size: 1.32 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 268 - Forks: 48

cfgnunes/mfd

MFD - Multispectral Feature Descriptor.

Language: Jupyter Notebook - Size: 7.67 MB - Last synced at: 25 days ago - Pushed at: over 1 year ago - Stars: 20 - Forks: 10

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.

Language: Python - Size: 355 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 490 - Forks: 65

ericzzj1989/Awesome-Image-Matching

Bibliographic list for papers of image matching

Size: 525 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 368 - Forks: 17

cvg/glue-factory

Training library for local feature detection and matching

Language: Python - Size: 2.16 MB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 995 - Forks: 133

cvg/GlueStick

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

Language: Jupyter Notebook - Size: 34.9 MB - Last synced at: about 2 months ago - Pushed at: 9 months ago - Stars: 633 - Forks: 54

kregmi/cross-view-image-matching

[ICCV 2019] Bridging the Domain Gap for Ground-to-Aerial Image Matching

Language: Lua - Size: 593 KB - Last synced at: about 2 months ago - Pushed at: almost 6 years ago - Stars: 48 - Forks: 5

chicleee/Image-Matching-Paper-List

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

Size: 462 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 335 - Forks: 34

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.

Language: Python - Size: 14.3 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1,015 - Forks: 100

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

Size: 307 KB - Last synced at: 2 months ago - Pushed at: 7 months ago - Stars: 1,028 - Forks: 142

xtcpete/rdd

Implementation of RDD (CVPR 2025).

Language: Python - Size: 27.5 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 98 - Forks: 7

UniFlowMatch/UFM

UFM: A Unified Dense Image Correspondence Estimator for both Optical Flow & Wide Baseline Matching Tasks. Matches any pair of images. (NeurIPS 2025)

Language: Python - Size: 25 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 249 - Forks: 5

FarInHeight/To-Match-or-Not-to-Match

Official code for "To Match or Not to Match: Revisiting Image Matching for Reliable Visual Place Recognition" CVPR IMW 2025

Language: Python - Size: 251 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 33 - Forks: 1

jcpassieux/pyxel

Python FE-DIC library

Language: Python - Size: 40.7 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 42 - Forks: 18

ufukefe/DFM

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

Language: MATLAB - Size: 2.19 MB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 204 - Forks: 22

songxf1024/GIMS

Graph-Based Image Matching System

Language: Python - Size: 25.2 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 37 - Forks: 0

✨ PicTrace is an advanced Python-based web application that allows users to find visually similar images from a comprehensive photo archive. Leveraging the power of deep learning and modern image processing techniques, PicTrace delivers fast and accurate search functionality that is ideal for tasks such as cataloging...

Language: Python - Size: 377 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 30 - Forks: 3

ayoussf/VMatcher

VMatcher: State-Space Semi-Dense Local Feature Matching

Language: Python - Size: 400 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 8 - Forks: 0

gseg-ethz/fusion4landslide

Language: C++ - Size: 6.24 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 4 - Forks: 0

chicleee/EDM

[ICCV 2025 Highlight] EDM: Efficient Deep Feature Matching

Language: Python - Size: 3.38 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 41 - Forks: 2

xuelunshen/gim

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

Language: Python - Size: 361 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 772 - Forks: 51

pifroggi/vs_align

Video Alignment and Synchronization functions for VapourSynth

Language: Python - Size: 43.7 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 16 - Forks: 1

Rakshath66/ClipFindr

🔍 A CLIP-powered image similarity finder built with Streamlit — upload a query image and find the most visually similar matches from a gallery using deep visual embeddings.

Language: Python - Size: 183 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

iqbalhaidr/Tubes-IF2123-Aljabar-Linier-dan-Geometri-02

Tugas Besar 2 IF2123 Aljabar Linier dan Geometri ITB

Language: Python - Size: 47 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

Kazuhito00/XFeat-Image-Matching-ONNX-Sample

XFeatをONNXに変換し特徴点マッチングを行うサンプル

Language: Python - Size: 4.91 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 32 - Forks: 6

ducha-aiki/pytorch-sift

PyTorch implementation of SIFT descriptor

Language: Jupyter Notebook - Size: 1.08 MB - Last synced at: 5 months ago - Pushed at: over 6 years ago - Stars: 170 - Forks: 17

cvg/LightGlue

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

Language: Python - Size: 6.17 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 3,977 - Forks: 439

paulpanwang/POPE

Welcome to the project repository for POPE (Promptable Pose Estimation), a state-of-the-art technique for 6-DoF pose estimation of any object in any scene using a single reference.

Language: Python - Size: 210 MB - Last synced at: 6 months ago - Pushed at: over 1 year ago - Stars: 159 - Forks: 12

Soumilgit/Real-Time-Missing-Persons-Detection

An MVP utilizing a custom API, where authorized users upload images to match individuals from a custom dataset of 50+ images.

Language: HTML - Size: 184 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 2 - Forks: 0

LSXI7/MINIMA

[CVPR 2025] MINIMA: Modality Invariant Image Matching

Language: Python - Size: 44.7 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 429 - Forks: 29

lyp-deeplearning/MIFNet

Code for "MIFNet: Learning Modality-Invariant Features for Generalizable Multimodal Image Matching", TIP2025

Language: Python - Size: 11.7 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

StaRainJ/MINIMA Fork of LSXI7/MINIMA

[CVPR 2025] MINIMA: Modality Invariant Image Matching

Language: Python - Size: 44.3 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 5 - Forks: 0

esHome33/image-2D-to-3D

reconstruction 3D à partir d'images 2D

Language: Python - Size: 5.15 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

Xecades/AerialExtreMatch

(WIP) AerialExtreMatch: A Benchmark for Extreme-View Image Matching and Localization

Size: 98.1 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 5 - Forks: 1

songxf1024/DeFusion

Combining handcrafted features with deep features for image matching

Language: Python - Size: 4.76 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

deluan/lookup

:mag: Pure Go implementation of fast image search and simple OCR, focused on reading info from screenshots

Language: Go - Size: 641 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 95 - Forks: 16

DagnyT/hardnet

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

Language: Python - Size: 119 MB - Last synced at: 8 months ago - Pushed at: 9 months ago - Stars: 522 - Forks: 103

AhmedAmgadElsharkawy/DeepSee

DeepSee is an image processing project that applies advanced spatial and frequency domain techniques for filtering, segmentation, boundary detection, and facial recognition. It features a responsive GUI with multiprocessing, multithreading, and both dark and light modes.

Language: Python - Size: 20.7 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 2 - Forks: 0

ericzzj1989/BALF

[WACV 2024] BALF: Simple and Efficient Blur Aware Local Feature Detector

Language: Python - Size: 1.83 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 21 - Forks: 2

cvg/sfm-disambiguation-colmap

Making Structure-from-Motion (COLMAP) more robust to symmetries and duplicated structures

Language: Python - Size: 378 MB - Last synced at: 8 months ago - Pushed at: over 1 year ago - Stars: 295 - Forks: 31

vincentjzy/OpenCorr

Digital Image Correlation & Digital Volume Correlation Library

Language: C++ - Size: 352 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 231 - Forks: 57

bbkme/Real-Time-Missing-Persons-Detection

A web app where authorized users upload images from emergency zones to match individuals with the missing persons database.

Language: HTML - Size: 130 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

google-research/omniglue

Code release for CVPR'24 submission 'OmniGlue'

Language: Python - Size: 11.5 MB - Last synced at: 8 months ago - Pushed at: over 1 year ago - Stars: 642 - Forks: 59

Soumilgit/Real-Time-Incident-Reporting-and-Analysis-with-Face-Recognition

A web app where authorized users upload images from emergency zones to match individuals with the missing persons database.

Language: HTML - Size: 88.9 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

yunpeng-shi/CEMP

Robust Group Synchronization via Cycle-Edge Message Passing

Language: MATLAB - Size: 583 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 5 - Forks: 2

Parskatt/DKM

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

Language: Python - Size: 9.14 MB - Last synced at: 9 months ago - Pushed at: over 1 year ago - Stars: 428 - Forks: 33

willard-yuan/cvt

CVT, a Computer Vision Toolkit.

Language: C - Size: 44.4 MB - Last synced at: 8 months ago - Pushed at: over 3 years ago - Stars: 165 - Forks: 38

JoseRuiz01/NonTextualDataExtraction

Application of CBIR in a real-world domain

Language: Python - Size: 21.4 MB - Last synced at: 7 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

url-kaist/MambaGlue

MambaGlue: Fast and Robust Local Feature Matching With Mamba @ ICRA'25

Language: Python - Size: 5.97 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 143 - Forks: 11

Hank-Tsou/Template-Matching

Searching the location of a template or a target image.

Language: Python - Size: 130 KB - Last synced at: 7 months ago - Pushed at: over 6 years ago - Stars: 12 - Forks: 2

ducha-aiki/affnet

Code and weights for local feature affine shape estimation paper "Repeatability Is Not Enough: Learning Discriminative Affine Regions via Discriminability"

Language: Python - Size: 61.3 MB - Last synced at: 8 months ago - Pushed at: 9 months ago - Stars: 271 - Forks: 48

freekatz/AAE-Hash

基于对抗自编码器与图像哈希的图像识别与匹配算法:camera:

Language: Python - Size: 6.24 MB - Last synced at: 9 months ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 0

continental/image-statistics-matching 📦

Methods for alignment of global image statistics aimed at unsupervised Domain Adaptation and Data Augmentation

Language: Python - Size: 31 MB - Last synced at: 8 months ago - Pushed at: over 3 years ago - Stars: 41 - Forks: 7

atfortes/ImageMatchingChallenge2022

CVPR 2022 "Image Matching: Local Features and Beyond" workshop challenge: Silver Medal 🥈

Language: Jupyter Notebook - Size: 10.3 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 22 - Forks: 1

verlab/accelerated_features

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

Language: Jupyter Notebook - Size: 17.9 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 1,081 - Forks: 124

Pathfinder1996/Siamese-Neural-Networks

Siamese Neural Networks for vein image matching in the field of biometric identification

Language: Jupyter Notebook - Size: 6.97 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

TruongKhang/TopicFM

[AAAI2023] TopicFM: Robust, Efficient, and Interpretable Topic-Assisted Feature Matching

Language: Python - Size: 96.9 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 108 - Forks: 5

ejaj/computer-vision

DTU Course on Computer Vision

Language: Jupyter Notebook - Size: 7.56 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

TrevorDArcyEvans/ImageWave

A less simple method to compare images

Language: C# - Size: 18.8 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

russel0719/SuperGlue_training_for_yfcc100m_dataset Fork of gouthamvgk/SuperGlue_training

This repository contains the training code for SuperGlue. Uses yfcc100m dataset by generating random homographies.

Language: Python - Size: 116 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

SmilyOrg/findimg

Simple Go-based image template matching command line tool

Language: Go - Size: 157 KB - Last synced at: 9 months ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 0

OtterBK/mc-image-match-macro-tool

마인크래프트 이미지 매칭을 이용한 매크로

Language: Java - Size: 4.3 MB - Last synced at: 10 months ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 1

instantink/image_compare

Image comparison lib built on top of ChunkyPNG (Ruby)

Language: Ruby - Size: 1.28 MB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0

SYSU-SAIL/PoSFeat

[CVPR2022] Decoupling Makes Weakly Supervised Local Feature Better

Language: Python - Size: 1.06 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 105 - Forks: 5

ducha-aiki/mods-light-zmq

MODS with external deep descriptors/detectors

Language: C++ - Size: 14.5 MB - Last synced at: 6 months ago - Pushed at: about 2 years ago - Stars: 54 - Forks: 5

linyicheng1/EdgePoint

EdgePoint: Learning Efficient Keypoint Extraction and Description for Edge Devices

Language: Python - Size: 11.2 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 10 - Forks: 1

nianticlabs/rectified-features

[ECCV 2020] Single image depth prediction allows us to rectify planar surfaces in images and extract view-invariant local features for better feature matching

Size: 2.69 MB - Last synced at: 7 months ago - Pushed at: over 4 years ago - Stars: 64 - Forks: 7

boelukas/mariner

(ECCV 2024) MaRINeR: Enhancing Novel Views by Matching Rendered Images with Nearby References

Language: Python - Size: 93.6 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

aentwist/gamedriver

Lightweight cross-platform image matching tools focused on automation

Language: Python - Size: 4.32 MB - Last synced at: 7 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

MushkbarFatima/Versatile-Gaze-Tracking-Tool

Language: Jupyter Notebook - Size: 202 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

ToshikiNakamura0412/docker_lightglue

Docker image for LightGlue

Language: Python - Size: 953 KB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

Surrey-UP-Lab/xLPM

xLPM: xGausaain-Splatting Models with Localized Point Management

Language: Python - Size: 8.74 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

tonywu71/image-matching-triplet-loss

Tensorflow implementation of Image Matching with Triplet Loss on the Tiny ImageNet dataset.

Language: Jupyter Notebook - Size: 51.1 MB - Last synced at: 3 months ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 0

jarvisyjw/GV-Bench

A geometric verification benchmark targeting long-term loop closure detection.

Language: Jupyter Notebook - Size: 36.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 16 - Forks: 0

gaurav104/Image-Text-Matching

Language: Python - Size: 61.5 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

zwh0527/LGFCTR

Code for "LGFCTR: Local and Global Feature Transformer for Image Matching"

Language: Python - Size: 12 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 0

mrk1992/robust_matching_network_on_remote_sensing_imagery_pytorch

A Robust Matching Network for Gradually Estimating Geometric Transformation on Remote Sensing Imagery

Language: Python - Size: 3.14 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 30 - Forks: 4

GrumpyZhou/patch2pix

Patch2Pix: Epipolar-Guided Pixel-Level Correspondences [CVPR2021]

Language: Python - Size: 5.89 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 259 - Forks: 24

cfgnunes/mfnet

Multispectral Features Network (MF-Net).

Language: Python - Size: 2.93 KB - Last synced at: 11 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

RuojinCai/doppelgangers

Doppelgangers: Learning to Disambiguate Images of Similar Structures

Language: Jupyter Notebook - Size: 12.6 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 147 - Forks: 21

davidemarelli/ENRICH

ENRICH: multi-purposE dataset for beNchmaRking In Computer vision and pHotogrammetry

Size: 8.62 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 10 - Forks: 0

Vincentqyw/COTR

Code release for "COTR: Correspondence Transformer for Matching Across Images"(ICCV 2021)

Language: Python - Size: 84 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

GrumpyZhou/image-matching-toolbox

This is a toolbox repository to help evaluate various methods that perform image matching from a pair of images.

Language: Jupyter Notebook - Size: 20 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 494 - Forks: 72

NaquibAlam/Shopee---Price-Match-Guarantee-Kaggle

It contains a few useful notebooks from "Shopee - Price Match Guarantee" competition hosted on kaggle. It covers topics ranging from EDA, Efficientnet for image embeddings, ArcFace loss for metric learning, LR scheduler, etc.

Language: Jupyter Notebook - Size: 3.69 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0