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.github/workflows
.github/workflows
 
 
assets
assets
 
 
lightglue
lightglue
 
 
.flake8
.flake8
 
 
.gitattributes
.gitattributes
 
 
.gitignore
.gitignore
 
 
LICENSE
LICENSE
 
 
README.md
README.md
 
 
benchmark.py
benchmark.py
 
 
data.py
data.py
 
 
demo.ipynb
demo.ipynb
 
 
match.py
match.py
 
 
msr.py
msr.py
 
 
multi_match.py
multi_match.py
 
 
pyproject.toml
pyproject.toml
 
 
requirements.txt
requirements.txt
 
 
single_match.py
single_match.py
 
 

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ImageMatch ⚡️

Methods

Step1. 基于retinex理论增强低光图像便于匹配（非必需）

Step2. 基于LightGlue找到匹配特征点

Step3. 根据特征点得出单应性变换矩阵并变换图像

Use for single_image

python single_match.py

Use for images in the folder

python multi_match.py

Tips

在lightglue/superpoint.py设置了"remove_borders": 50以忽略图片周围时间文字，但不一定全适用
在lightglue/match.py设置了特征点匹配数少于20则放弃匹配

Installation and demo

git clone --quiet https://github.com/wajuda/Imagematch/

python -m pip install -e .

Examples

E.g 1

0a 0b 0c

E.g 2

0a (1)0_match0b

About

msr + lightglue for image match

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Readme

License

Apache-2.0 license
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  • Python 100.0%