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cvg / LightGlue

LightGlue: Local Feature Matching at Light Speed (ICCV 2023)
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Retrain model LightGlue with ourdataset #107

Open QuangVinh1280 opened 5 months ago

QuangVinh1280 commented 5 months ago

Hello everyone, I am currently studying to retrain the LightGlue model, but right now I don't know what information I need to proceed with retraining the LightGlue model. Could anyone explain to me? Thank you very much

Phil26AT commented 5 months ago

You can train LightGlue on just a set of images with homography adaptation. The best training requires posed images with depth maps. This can, for example, be generated with COLMAP SfM + MVS.

QuangVinh1280 commented 5 months ago

You can train LightGlue on just a set of images with homography adaptation. The best training requires posed images with depth maps. This can, for example, be generated with COLMAP SfM + MVS.

Thank you for your feedback. So, to retrain LightGlue, I need images with pose and depth maps, right? Could you provide more information about the required format of the data