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cvg / LightGlue

LightGlue: Local Feature Matching at Light Speed (ICCV 2023)
Apache License 2.0
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Train models to adapt to larger angles #74

Open qiao89757 opened 11 months ago

qiao89757 commented 11 months ago

Hello, I am very envious of your team for such wonderful work. When I was training the model, I found that the dataset part of this code directly transforms a picture according to the maximum angle of 45 degrees and then inputs it into the model? Then I now need to train a model that can adapt to large angles. I hope you can give me some ideas.Thank you.

Phil26AT commented 11 months ago

Hi @qiao89757

Thank you! Indeed, the model pretrained on homographies is also more robust to rotations. You could try to add homography adaptation to MegaDepth and see if this translates there.