google-research / omniglue

Code release for CVPR'24 submission 'OmniGlue'
https://hwjiang1510.github.io/OmniGlue
Apache License 2.0
532 stars 45 forks source link

Does your method require training? #6

Open GZ-YourZY opened 4 months ago

GZ-YourZY commented 4 months ago

I tried your method on my data and found that the matching was unsatisfactory, so I was wondering if your method requires training. Because I don't see the training code.

arjunkarpur commented 4 months ago

The released model doesn't need any training - you should be able to download the weights, load the model from the weights, and perform inference directly. Could you share some examples from your data? It may be a matter of hyperparam tuning, I can try it out.

In general, you would use a very low match threshold for pose estimation tasks (and rely on RANSAC to filter inliers), and a high match threshold when you require few but precise matches.