How to train with my own data

Question

How to train with my own data

Closed this issue 2 years ago · 3 comments

I would like to use my worldview-1/2 images to train your model for SSL pre-training. Could you tell me how you prepared the sentinel-1/2 data?

Answer 1 · 2023-01-12T01:42:19.000Z

Can anyone help? @damianborth @joellehanna97 @mommermi @scheibenreif

Answer 2 · 2023-01-23T14:21:05.000Z

Hi @chandlerbing65nm

our dataloader is specific to the SEN12MS/DFC2020 dataset - for other datasets you'll have to replace it with your own loader. That should be fairly straightforward through, just make sure that getitem returns the two modalities in a dict with keys s1 and s2.

Best,

Linus

Answer 3 · 2024-02-23T12:45:29.000Z

I also have some confusion about the data set replaced with my own, but I still want to use Sentinel-1 and Sentinel-2 data, but I see that your data is cut into 224, is this the best size? Or have you tried other image sizes