Automatic QA for Q2+ datasets

earthpulse / eotdl

Earth Observation Training Datasets

https://eotdl.com

MIT License

17 stars 6 forks source link

Closed juansensio closed 2 months ago

juansensio commented 4 months ago

Implement automatic QA for Q2+ datasets in API (already available in library).

juansensio commented 3 months ago

Functionality implemented in API. Some considerations:

STAC library is slow, and the current implementation requires saving and loading the full catalog multiple times. Works fine for small datasets, but I am afraid this will not scale.
Only spatial duplicates are computed, but implementation of additional metrics is straightforward.
It would be nice to test the implementation and performance in a diverse set of STAC datasets.