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Chintan2108 / Cloud-Removal-in-Satellite-Images-using-Conditional-Generative-Adversarial-Networks

Removing cloud cover in Sentinel-2 satellite images using only optical data and a novel augmented training approach using conditional GANs.

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Improve mapping and learning for cloud shadows on the ground

Chintan2108 opened this issue · comments

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  • The network is sometimes adapting to the cloud shadows as ground features and the generated cloud-free images contain prominent shadows on the ground. Try to combine the clouds and their ground shadows into a single vector and then learn conditionally on that vector as opposed to now, which is only on the cloudy feature in the image.