Can’t reproduce the same results as on the web interface with code

#4
by gfdadfas - opened

I’m currently using the eloftr model, but I can’t reproduce the same results as on the web interface. Could you explain how the parameter settings on the web interface correspond to the parameter settings in the code?

Here is the result on web:
image (27).webp
The result using code is quite different:
032_to_033_matching.png

Zhejiang University org

Hi @gfdadfas ,
I assume the web interface adds Ransac on top of the model's output, which is not the case in the present model as Ransac is another post processing that is independent from the model. You should have similar results by implementing Ransac on top of the model

Hi @stevenbucaille ,
The model you provide is responsible for extracting keypoints, while RANSAC is only used to estimate the homography matrix between two images. What I want to express is that the keypoints extracted on the web interface are not consistent with those extracted in the code.

Zhejiang University org

Could you provide a reproducible example with the images used ?

Hi @stevenbucaille ,
The model you provide is responsible for extracting keypoints, while RANSAC is only used to estimate the homography matrix between two images. What I want to express is that the keypoints extracted on the web interface are not consistent with those extracted in the code.

Hi, I'm the author of matchanything. I'd like to clarify that our web demo uses RANSAC to filter out bad matches, not only for estimating the homography matrix.

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