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cvg / LightGlue

LightGlue: Local Feature Matching at Light Speed (ICCV 2023)
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Homography pretraining shuffle? #77

Open ducha-aiki opened 1 year ago

ducha-aiki commented 1 year ago

Hi,

a bit of noob question - should I add some shuffling, or this is expected for homography pretraining? IMG_6165

Phil26AT commented 1 year ago

Hi,

yes this seems to be an issue here. You can fix it with "data.shuffle_training=True" in glue-factory. This might be an artifact from code refactoring, we will fix this.

hit2sjtu commented 1 year ago

Did not quite catch the issue here. Does this issue still exist in glue-factory codebase (since this is the LightGlue codebase). During my test running "data.shuffle_training=True" produces identical results as the default settings. @Phil26AT

aidongmandexiaowowo commented 3 months ago

Hi, did you train on the entire Homography dataset? I used a subset of the Homography dataset for training and the results were particularly poor