SatMAE in the backbone registry

[michavcr]

Hello,
The documentation claims that terratorch offers an easy access to SatMAE (alongside Prithvi, Terramind, Satlas and some others). While for Prithvi, Terramind or Satlas, one can load it from the BACKBONE_REGISTRY with the build method, SatMAE seem to be missing in this registry (v1.0.2). Could it be present under another name? Is there a special way to build SatMAE via Terratorch, and why? Have I missed something?
Thank you for your answers.
Michael

[Joao-L-S-Almeida]

Hi, @michavcr . In fact, that model is missing. I'll try to create a fix for it and make it available on main.

[Joao-L-S-Almeida]

@michavcr I started to restore it here: #869. The model should be already available in the registry, but I still need to test it combined with the EncoderDecoderfactory.
If you want to test it, you can install via: pip install git+https://github.com/IBM/terratorch.git@missing_satmae
If you want to install as a developer, do:

git clone -b missing_satmae https://github.com/IBM/terratorch.git
git submodule init
git submodule update

If you found more issues, please feel free to open new issues.

I expect to have it merged to main at most for release 1.1.1. Thanks.