-
Notifications
You must be signed in to change notification settings - Fork 298
New issue
Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.
By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.
Already on GitHub? Sign in to your account
Add NAIPCluster dataset and datamodule #443
base: main
Are you sure you want to change the base?
Conversation
How is this dataset different than our existing |
|
Couldn't that be done as a transform? Then it could be combined with any dataset, not just NAIP. If we make this a VisionDataset then we're throwing away all geospatial metadata. |
(see my edit above) Hmm the transform would need to take the model you want to use as input, so that would be a little cumbersome. Roughly you'd have to do:
|
It isn't urgent that we figure this out (or crucial that this be in torchgeo) -- I'll be using this dataset in my own experiments though so I wanted a branch somewhere. |
Dataset of NAIP imagery sampled random from the NAIP archive and masks generated by a KMeans clustering of pixels on-the-fly.