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张佳预 c4d6c1a0ed | 1 year ago | |
---|---|---|
app | 1 year ago | |
data | 1 year ago | |
images | 1 year ago | |
output | 1 year ago | |
LICENSE | 1 year ago | |
README.md | 1 year ago | |
README_en.md | 1 year ago | |
createEXE.bat | 1 year ago | |
main.py | 1 year ago | |
run.bat | 1 year ago | |
utils.py | 1 year ago |
本仓库提供基于ORB特征点的图像相似度估计。
中文|English
python 3.7.16
numpy 1.21.6
opencv-python 4.7.0.72
matplotlib 3.5.3
pyinstaller 5.9.0
测试平台:Window10 x86_64
sample1 | sample2 | sample3 | sample4 |
---|---|---|---|
col1 | col2 | col3 | col4 |
---|---|---|---|
以sample4为例
sample | query | simlarity(%) |
---|---|---|
27.00 |
├─descriptors
├─keypoints
└─resize
拥有python运行环境,推荐py脚本
方式,否则推荐exe
方式
python .\main.py -s .\data\sample\sample4.png -q .\data\query\ -o .\output\
.\main.py -h
.\imageSim.exe -s ..\data\sample\sample4.png -q ..\data\query\ -o ..\output\
或者直接根目录下运行run.bat
文件
.\run.bat
或者直接双击运行
若需要修改py脚本文件,再次封装时,需要使用pyinstaller包
修改完成后直接运行createEXE.bat
文件即可在py脚本所在目录生成app
文件夹,exe文件存放在app
中
本项目参考了SIFTImageSimilarity和Feature-Detection-and-Matching感谢他们优秀的工作。
ORB特征图片相似度估计
Text HTML TeX Python
Dear OpenI User
Thank you for your continuous support to the Openl Qizhi Community AI Collaboration Platform. In order to protect your usage rights and ensure network security, we updated the Openl Qizhi Community AI Collaboration Platform Usage Agreement in January 2024. The updated agreement specifies that users are prohibited from using intranet penetration tools. After you click "Agree and continue", you can continue to use our services. Thank you for your cooperation and understanding.
For more agreement content, please refer to the《Openl Qizhi Community AI Collaboration Platform Usage Agreement》