LuoXubo / FastMatch

How fast can image matching be?

FastMatch

How fast can image matching be?

Table of Contents

• Introduction
• Installation
• Usage
• Results
• Thanks To
• License

Introduction

This repository aims to combine the fastest feature extraction and matching methods, i.e. XFeat and LightGlue, and evaluate their performance on laptop and service devices.

Installation

1. Clone the repository

git clone https://github.com/LuoXubo/FastMatch.git

2. Install dependencies

conda create -n fastmatch python=3.8 -y
conda activate fastmatch
pip install -r requirements.txt

Usage

See demo.ipynb for a quick start.

Results

Thanks To

• [XFeat](https://github.com/verlab/accelerated_features]
• [LightGlue](https://github.com/cvg/LightGlue]

License

This project is licensed under the MIT License - see the LICENSE.md file for details.