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Training SuperGlue on custom data

Open Shuhul24 opened this issue 1 year ago • 6 comments

According to the comment by @sarlinpe (which suggested to use LightGlue), I need help in how to train SuperGlue on my own custom dataset instead of MegaDepth data that is used in this repo. @rpautrat @Phil26AT

Shuhul24 avatar Nov 07 '23 10:11 Shuhul24

how to finetune my own dataset and how make our own data, thanks a lot.

RobinHan24 avatar Dec 02 '23 13:12 RobinHan24

It depends on what your dataset has available as labels for supervision. If correspondence can be obtained (from depth & poses, or as optical flow), i think it is straightfoward, just need to adapt the data loaders. If no correspondence is available, the only option I see is to use the augmentation part only with raw images, which is also straightforward to adapt in the data loaders.

guipotje avatar Dec 05 '23 01:12 guipotje

how to finetune my own dataset and how make our own data, thanks.

fighterzzzh avatar Jan 09 '24 02:01 fighterzzzh

how to finetune my own dataset and how make our own data, thanks.

Hi! I'd like to know if you've already fixed this issue,thanks

Zhao-Shi-jie avatar Mar 28 '24 09:03 Zhao-Shi-jie

According to the comment by @sarlinpe (which suggested to use LightGlue), I need help in how to train SuperGlue on my own custom dataset instead of MegaDepth data that is used in this repo. @rpautrat @Phil26AT

Hi! I'd like to know if you've already fixed this issue,thanks

Zhao-Shi-jie avatar Mar 29 '24 09:03 Zhao-Shi-jie

根据(建议使用 LightGlue的评论,我需要帮助如何在我自己的自定义数据集上训练 SuperGlue,而不是在此存储库中使用的 MegaDepth 数据。

你好!我想知道你是否已经解决了这个问题,谢谢

您好!我也有相同的问题,能够留下联系方式互相交流吗?我的邮箱是[email protected]. I also have the same problem, can I leave my contact information to communicate with each other? My email is [email protected].

swjtuer0762 avatar Apr 01 '24 12:04 swjtuer0762