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Add basic GeoDataset implementation #37

Merged
merged 31 commits into from Jul 14, 2021
Merged

Add basic GeoDataset implementation #37

merged 31 commits into from Jul 14, 2021

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adamjstewart
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@adamjstewart adamjstewart commented Jul 11, 2021

This is a very primitive implementation of GeoDataset. It also adds datasets for Landsat, Sentinel, and CDL.

I've moved existing GeoDatasets to VisionDataset for now until the API for GeoDataset settles down.

Closes #10
Closes #11

@adamjstewart adamjstewart added datasets Geospatial or benchmark datasets unsupervised labels Jul 11, 2021
@adamjstewart adamjstewart added this to In progress in GeoDataset via automation Jul 11, 2021
@adamjstewart adamjstewart changed the title Add basic Sentinel dataset Add basic GeoDataset implementation Jul 11, 2021
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Next step is to write a Jupyter Notebook to demo the new GeoDataset. I'm thinking of creating datasets for Landsat and CDL, combining them into a ZipDataset, displaying some images, then training a simple model (maybe use pre-trained ResNet and only RGB bands) just to show how easy it is to use.

@adamjstewart adamjstewart marked this pull request as ready for review July 14, 2021 19:44
@adamjstewart adamjstewart merged commit 0cec5cf into main Jul 14, 2021
GeoDataset automation moved this from In progress to Done Jul 14, 2021
@adamjstewart adamjstewart deleted the datasets/sentinel branch July 14, 2021 19:45
@adamjstewart adamjstewart added this to the 0.1.0 milestone Nov 20, 2021
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Sentinel Dataset Landsat Dataset
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