How do I train LoFTR on a custom dataset?

[adityamwagh]

The training readme only shows information about2 datasets. How do I train on a custom dataset?

[HUSTNO1WXY]

I wonder that how you solved this issue.

[adityamwagh]

Someone has a written a LoFTR training notebook using Kornia for the Image Matching Challenge on Kaggle

You can check this repository.

[zyxzyx45]

请问一下解决了么

[adityamwagh]

Yes.

[ZahraShahlaie]

تصویر بالا را یافتم هم به این کد توجه میکنم هم به این ریپازیتوری و سعی میکنم خودم بخشی را پیاده سازی کنم با کد های اصلی مقایسع کنم ساختار دیتا را درک کنم و ...

[adityamwagh]

LoFTR is kinda old at this point. You should check out these models instead.

• Efficient LoFTR
• DKM: Dense Kernelized Feature Matching for Geometry Estimation
• MatchAnything

Zero-shot performance using MatchAnything is quite good, so you might not need to fine-tune.