MINIMA: Modality Invariant Image Matching

This Space is derived from Image Matching WebUI. We are grateful to the authors for their contribution of the source code.

Here we provide our MINIMA-model in our paper for test and comparison, and this project is undergoing continuous enhancement.

Special thanks to Hugging Face for providing the ZeroGPU for this Space!

Matching Model

Image Source

upload webcam clipboard

Image 0

Image 1

Examples (click one of the images below to Run Match).

Image 0	Image 1	Match threshold	Max features	Keypoint threshold	Matching Model	RANSAC Method	Ransac Reproj threshold	Ransac Confidence	Ransac Iterations

Pages:

Algo.	Conference	Code	Paper	Project
LightGlue	ArXiv 2024	https://github.com/cvg/LightGlue	https://arxiv.org/abs/2412.19412	https://parskatt.github.io/RoMa

Algo.	Conference	Code	Paper	Project
MINIMA	ArXiv 2024	https://github.com/LSXI7/MINIMA	https://arxiv.org/abs/2412.19412
LightGlue	ICCV 2023	https://github.com/cvg/LightGlue	https://arxiv.org/pdf/2306.13643
LoFTR	CVPR 2021	https://github.com/zju3dv/LoFTR	https://arxiv.org/pdf/2104.00680	https://zju3dv.github.io/loftr
XoFTR	CVPR 2024	https://github.com/OnderT/XoFTR	https://arxiv.org/pdf/2404.09692
RoMa	CVPR 2024	https://github.com/Parskatt/RoMa	https://arxiv.org/abs/2305.15404	https://parskatt.github.io/RoMa

Keypoints

Ransac Matches

Wrapped Pair