Can you explain more about those different HardNet ?

DagnyT / hardnet

Hardnet descriptor model - "Working hard to know your neighbor's margins: Local descriptor learning loss"

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Can you explain more about those different HardNet ? #12

Closed hurricane2018 closed 6 years ago

hurricane2018 commented 6 years ago

There are so many different type of HardNet. Can you explain the with more details ? Thanks !

ducha-aiki commented 6 years ago

Hi,

They are NOT different kinds of HardNet, they are scripts for training HardNet descriptor on the different datasets. Structure of the different datasets are different, they are not just "another folder with images", but patches are stored differently - in mosaic format for Brown, while as "patch column" for HPatches, etc. I suggest you to read the paper.

Regarding practical use, please see this section https://github.com/DagnyT/hardnet/blob/master/README.md#which-weights-should-i-use