zhouzq-thu/zzcvdnn

OpenCV DNN extension (zzcvdnn)

OpenCV DNN extension (zzcvdnn)

zzcvdnn is a C++ library that extend OpenCV DNN module.

Modules

Feature Detector & Descriptors

• SuperPoint, CVPRW 2018
• DISK, NeurIPS 2020
• SGMNet, ICCV 2021
• LoFTR, CVPR 2021
• LANet, ACCV 2022
• ALIKE, ArXiv 2022
• ALIKED, ArXiv 2023: Use deformable convolution
• silk, ArXiv 2023
• DeDoDe 🎶, ArXiv 2023

Dense

• DenseMatching
• RoRD, IROS 2021
• DKM, CVPR 2023
• Roma, Arxiv 2023

Matching

• NearestNeighborMatcher
• DualSoftMaxMatcher
• SuperGlue, CVPR 2020
• LightGlue, ICCV 2023

References

• https://github.com/Vincentqyw/image-matching-webui
• https://github.com/ericzzj1989/Awesome-Image-Matching

Examples