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Extension of the Gated-Pixel CNN architecture to removal of clouds from aerial imagery

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nikhilsharma93/cloud_gated_pixelCNN

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cloud_gated_pixelCNN

Extension of the Gated-Pixel CNN architecture (https://arxiv.org/abs/1606.05328) to removal of clouds from aerial imagery

For training on the CIFAR-10 dataset, execute

qlua run.lua -b <batch-size>  -r <initial learning rate>  -o <save directory path>  -m <momentum, if used>

Requirements: Torch, Lua, nn, nngraph modules for Torch

Look under data.lua to change the number of samples used

Extension to clouds is under construction (via adaptive masking)

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Extension of the Gated-Pixel CNN architecture to removal of clouds from aerial imagery

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