sr4rs icon indicating copy to clipboard operation
sr4rs copied to clipboard

Does it work on non rgb bands?

Open purijs opened this issue 4 years ago • 3 comments
trafficstars

purijs avatar Dec 06 '20 12:12 purijs

yes

remicres avatar Dec 07 '20 17:12 remicres

How do you do that? By feeding a Sentinel-2 image composed of the other bands? Do they have to be resampled to 10 m or can they be in a 20 m resolution?

candelas762 avatar Sep 29 '23 09:09 candelas762

What I mean is that the approach is sensor agnostic, although we provide a pre-trained model for RBG-NIR 10m --> 2.5m.

Train you own network, with the right input and target images. If the target is non-rgb, just disable vgg loss. For instance, you could train a model doing SAR, vv/vh @ 10m --> Optical, near infrared @ 2.5m: you "just" have to build the right training dataset. Note that this is a particularly twisted case, just for example purpose!

remicres avatar Oct 02 '23 10:10 remicres