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roserustowicz
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crop-type-mapping
Crop type mapping of small holder farms in Ghana, and South Sudan
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Multi-res inputs
#100
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roserustowicz
closed
5 years ago
roserustowicz
commented
5 years ago
Allows planet input to stay at it's original resolution
Incorporates gridsize x gridsize inputs at a later stage in the unet
Uses averages over all timestamps in the decoder
If larger planet images are used in the input, features are pooled to the label size and concatenated during decoding
Add gradient clipping to suppress NaNs during training